[Group GitHub Code Repository]

Work in Progress (preprints, not yet formally published)

  1. Chenyi Wang, Zhaowei Li, Ming F. Li, and Wujie Wen,
    JigsawComm: Joint Semantic Feature Encoding and Transmission for Communication-Efficient Cooperative Perception,”
    arXiv preprint arXiv:2511.17843, 2025.
    Cite
    @article{wang2025jigsawcomm,
      title={JigsawComm: Joint Semantic Feature Encoding and Transmission for Communication-Efficient Cooperative Perception},
      author={Wang, Chenyi and Li, Zhaowei and Li, Ming F. and Wen, Wujie},
      journal={arXiv:2511.17843},
      year={2025}
    }
  2. Chenyi Wang, Ruoyu Song, Raymond Muller, Jean-Philippe Monteuuis, Jonathan Petit, Z. Berkay Celik, Ryan Gerdes, and Ming F. Li,
    Systematic Discovery of Semantic Attacks in Online Map Construction through Conditional Diffusion,”
    arXiv preprint arXiv:2605.14396, 2026.
    Cite
    @article{wang2026systematic,
      title={Systematic Discovery of Semantic Attacks in Online Map Construction through Conditional Diffusion},
      author={Wang, Chenyi and Song, Ruoyu and Muller, Raymond and Monteuuis, Jean-Philippe and Petit, Jonathan and Celik, Z Berkay and Gerdes, Ryan and Li, Ming F},
      journal={arXiv preprint arXiv:2605.14396},
      year={2026}
    }
  3. Yutong Liu, Chenyi Wang, Ming F. Li, and Qingzhao Zhang,
    Adversarial Trust Poisoning in Vehicular Collaborative Perception,”
    arXiv preprint arXiv:2605.22122, 2026.
    Cite
    @article{liu2026adversarial,
      title={Adversarial Trust Poisoning in Vehicular Collaborative Perception},
      author={Liu, Yutong and Wang, Chenyi and Li, Ming F. and Zhang, Qingzhao},
      journal={arXiv preprint arXiv:2605.22122},
      year={2026}
    }

Book

  1. Kai Zeng, Wenjing Lou and Ming Li,
    Multihop Wireless Networks: Opportunistic Routing,”
    Wiley, ISBN: 978-0-470-66617-3, October, 2011.
    Cite
    @misc{zeng2011multihop,
      title={Multihop wireless networks: opportunistic routing},
      author={Zeng, Kai and Lou, Wenjing and Li, Ming},
      year={2011},
      publisher={John Wiley \& Sons}
    }

Book Chapters and Magazine Articles

  1. Raymond Muller, Chenyi Wang, Ruoyu Song, Jean-Philippe Monteuuis, Yanmao Man, Ming Li, Ryan Gerdes, Jonathan Petit, and Z. Berkay Celik,
    "Spatiotemporal Consistency: A Universal Defense Against Attacks on Autonomous Systems",
    IEEE Security and Privacy Magazine, accepted, Aug. 2025.
    Cite
    @article{muller2025spatiotemporal,
      title={Spatiotemporal Consistency: A Universal Defense Against Attacks on Autonomous Systems},
      author={Muller, Raymond and Wang, Chenyi and Song, Ruoyu and Monteuuis, Jean-Philippe and Man, Yanmao and Li, Ming and Gerdes, Ryan and Petit, Jonathan and Celik, Z Berkay},
      journal={IEEE Security \& Privacy},
      volume={23},
      number={6},
      pages={66--70},
      year={2025},
      publisher={IEEE}
    }
  2. Ming Li and Wenjing Lou,
    Secure Device Pairing,
    Encyclopedia of Cryptography and Security
    (3rd Ed.), Editors: Sushil Jajodia, Pierangela Samarati and Moti Yung, Springer, 2022.
    Cite
    @incollection{li2022secure,
      title={Secure device pairing},
      author={Li, Ming and Lou, Wenjing},
      booktitle={Encyclopedia of Cryptography, Security and Privacy},
      pages={1--7},
      year={2022},
      publisher={Springer Berlin Heidelberg Berlin, Heidelberg}
    }
  3. Yanjun Pan, Ming Li, Yantian Hou, Ryan Gerdes, Bedri Cetiner,
    Enhance Physical Layer Security via Channel Randomization with Reconfigurable Antennas”,
    invited chapter in book Proactive and Dynamic Network Defense, Springer, Cliff Wang and Zhuo Lu (Editors), ISBN: 978-3-030-10596-9, to appear, 2019.
    Cite
    @incollection{pan2019enhance,
      title={Enhance physical layer security via channel randomization with reconfigurable antennas},
      author={Pan, Yanjun and Li, Ming and Hou, Yantian and Gerdes, Ryan M and Cetiner, Bedri A},
      booktitle={Proactive and dynamic network defense},
      pages={115--137},
      year={2019},
      publisher={Springer International Publishing Cham}
    }
  4. Shucheng Yu, Ming Li and Lu Shi,
    “Trust Establishment in Wireless Body Area Networks”,
    invited chapter in book Wearable Sensors: fundamentals, implementation and applications, Elsevier, Edward Sazonov and Michael Neuman (Editors), 2014.
    Cite
    @incollection{yu2014trust,
      title={Trust establishment in wireless body area networks},
      author={Yu, Shucheng and Li, Ming and Shi, Lu},
      booktitle={Wearable Sensors},
      pages={475--491},
      year={2014},
      publisher={Academic Press}
    }
  5. Ming Li, Shucheng Yu, Kui Ren, Wenjing Lou and Y. Thomas Hou,
    “Toward Privacy-Assured Searchable Cloud Data Storage Services”,
    IEEE Network
    , Jul./Aug. 2013.
    Cite
    @article{li2013toward,
      title={Toward privacy-assured and searchable cloud data storage services},
      author={Li, Ming and Yu, Shucheng and Ren, Kui and Lou, Wenjing and Hou, Y Thomas},
      journal={IEEE Network},
      volume={27},
      number={4},
      pages={56--62},
      year={2013},
      publisher={IEEE}
    }
  6. Ming Li, Wenjing Lou and Kui Ren,
    “Secure Device Pairing,”
    Encyclopedia of Cryptography and Security
    (2nd Ed.), H. Tilborg and S. Jajodia Ed., Springer, 2011.
    Cite
    @incollection{li2011securedevicepairing2nd,
      title={Secure Device Pairing},
      author={Li, Ming and Lou, Wenjing and Ren, Kui},
      booktitle={Encyclopedia of Cryptography and Security},
      edition={2nd},
      editor={van Tilborg, Henk C. A. and Jajodia, Sushil},
      publisher={Springer},
      year={2011}
    }
  7. Ming Li, Wenjing Lou, and Kui Ren,
    Data Security and Privacy in Wireless Body Area Networks,”
    IEEE Wireless Communications Magazine,
    Vol. 17, No. 1, Feb. 2010.
    Cite
    @article{li2010data,
      title={Data security and privacy in wireless body area networks},
      author={Li, Ming and Lou, Wenjing and Ren, Kui},
      journal={IEEE Wireless communications},
      volume={17},
      number={1},
      pages={51--58},
      year={2010},
      publisher={IEEE}
    }

Journal Papers (Underlined authors are/were my students)

  1. Ziqi Xu, Jingcheng Li, Yanjun Pan, Ming Li, and Loukas Lazos,
    "Harvesting Physical-layer Randomness in Millimeter Wave Bands",
    IEEE Transactions on Mobile Computing (TMC), accepted, Nov. 2024.
    Cite
    @article{xu2024harvesting,
      title={Harvesting physical-layer randomness in millimeter wave bands},
      author={Xu, Ziqi and Li, Jingcheng and Pan, Yanjun and Li, Ming and Lazos, Loukas},
      journal={IEEE Transactions on Mobile Computing},
      volume={24},
      number={3},
      pages={2285--2300},
      year={2024},
      publisher={IEEE}
    }
  2. Zhiwu Guo, Chicheng Zhang, Ming Li, and Marwan Krunz,
    "Fair Probabilistic Multi-Armed Bandit with Applications to Network Optimization",
    IEEE Transactions on Machine Learning in Communications and Networking (TMLCN), accepted, Jun. 2024.
    Cite
    @article{guo2024fair,
      title={Fair Probabilistic Multi-Armed Bandit with Applications to Network Optimization},
      author={Guo, Zhiwu and Zhang, Chicheng and Li, Ming and Krunz, Marwan},
      journal={IEEE Transactions on Machine Learning in Communications and Networking},
      year={2024},
      publisher={IEEE}
    }
  3. Bo Jiang, Ming Li, and Ravi Tandon
    "Online Context-aware Streaming Data Release with Sequence Information Privacy ",
    IEEE Transactions on Information Forensics and Security (TIFS), accepted, Mar. 2024.
    Cite
    @article{jiang2024online,
      title={Online context-aware streaming data release with sequence information privacy},
      author={Jiang, Bo and Li, Ming and Tandon, Ravi},
      journal={IEEE Transactions on Information Forensics and Security},
      volume={19},
      pages={4390--4405},
      year={2024},
      publisher={IEEE}
    }
  4. Nirnimesh Ghose, Kaustubh Gupta, Loukas Lazos, Ming Li, Ziqi Xu, and Jincheng Li
    "ZITA: Zero-Interaction Two-Factor Authentication using Contact Traces and In-band Proximity Verification",
    IEEE Transactions on Mobile Computing (TMC), accepted, Sept. 2023.
    Cite
    @article{ghose2023zita,
      title={ZITA: Zero-interaction two-factor authentication using contact traces and in-band proximity verification},
      author={Ghose, Nirnimesh and Gupta, Kaustubh and Lazos, Loukas and Li, Ming and Xu, Ziqi and Li, Jincheng},
      journal={IEEE Transactions on Mobile Computing},
      volume={23},
      number={5},
      pages={6318--6333},
      year={2023},
      publisher={IEEE}
    }
  5. Bo Jiang, Mohamed Seif, Ravi Tandon and Ming Li,
    "Answering Count Queries for Genomic Data with Perfect Privacy",
    IEEE Transactions on Information Forensics and Security (TIFS), accepted, Jun. 2023.
    Cite
    @article{jiang2022answering,
      title={Answering count queries for genomic data with perfect privacy},
      author={Jiang, Bo and Seif, Mohamed and Tandon, Ravi and Li, Ming},
      journal={arXiv preprint arXiv:2202.01806},
      year={2022}
    }
  6. Yao Zheng, Shekh Md Mahmudul Islam, Yanjun Pan, Marionne Millan, Willy Chang, Ming Li, Olga Boric–Lubecke, Victor Lubecke, Wenhai Sun,
    "Cross-Modality Continuous User Authentication and Device Pairing with Respiratory Pattern",
    IEEE Internet of Things Journal (IoTJ), accepted, Apr. 2023.
    Cite
    @article{islam2023cross,
      title={Cross-modality continuous user authentication and device pairing with respiratory patterns},
      author={Islam, Shekh MM and Zheng, Yao and Pan, Yanjun and Millan, Marionne and Chang, Willy and Li, Ming and Bori{\'c}-Lubecke, Olga and Lubecke, Victor and Sun, Wenhai},
      journal={IEEE Internet of Things Journal},
      volume={10},
      number={16},
      pages={14197--14211},
      year={2023},
      publisher={IEEE}
    }
  7. Yanmao Man, Ming Li, and Ryan Gerdes,
    "Remote Perception Attacks against Camera-based Object Recognition Systems and Countermeasures",
    ACM Transactions on Cyber-Physical Systems (TCPS), accepted, Apr. 2023.
    Cite
    @article{man2024remote,
      title={Remote perception attacks against camera-based object recognition systems and countermeasures},
      author={Man, Yanmao and Li, Ming and Gerdes, Ryan},
      journal={ACM Transactions on Cyber-Physical Systems},
      volume={8},
      number={2},
      pages={1--27},
      year={2024},
      publisher={ACM New York, NY}
    }
  8. Zhiwu Guo, Ming Li, and Marwan Krunz,
    "Exploiting Successive Interference Cancellation for Spectrum Sharing over Unlicensed Bands",
    IEEE Transactions on Mobile Computing (TMC), accepted, Mar. 2023.
    Cite
    @article{guo2023exploiting,
      title={Exploiting successive interference cancellation for spectrum sharing over unlicensed bands},
      author={Guo, Zhiwu and Li, Ming and Krunz, Marwan},
      journal={IEEE Transactions on Mobile Computing},
      volume={23},
      number={3},
      pages={2438--2455},
      year={2023},
      publisher={IEEE}
    }
  9. Wenjing Zhang, Bo Jiang, Ming Li, and Xiaodong Lin,
    "Privacy-Preserving Aggregate Mobility Data Release: An Information-Theoretic Deep Reinforcement Learning Approach",
    IEEE Transactions on Information Forensics and Security (TIFS), accepted, Feb. 2022.
    Cite
    @article{zhang2022privacy,
      title={Privacy-preserving aggregate mobility data release: An information-theoretic deep reinforcement learning approach},
      author={Zhang, Wenjing and Jiang, Bo and Li, Ming and Lin, Xiaodong},
      journal={IEEE Transactions on Information Forensics and Security},
      volume={17},
      pages={849--864},
      year={2022},
      publisher={IEEE}
    }
  10. Islam Samy, Xiao Han, Loukas Lazos, Ming Li, Yong Xiao, and Marwan Krunz,
    "Misbehavior Detection in Wi-Fi/LTE Coexistence over Unlicensed Bands",
    IEEE Transactions on Mobile Computing (TMC), accepted, Oct. 2021.
    Cite
    @article{samy2022misbehavior,
      title={Misbehavior detection in Wi-Fi/LTE coexistence over unlicensed bands},
      author={Samy, Islam and Han, Xiao and Lazos, Loukas and Li, Ming and Xiao, Yong and Krunz, Marwan},
      journal={IEEE Transactions on Mobile Computing},
      volume={22},
      number={8},
      pages={4773--4791},
      year={2022},
      publisher={IEEE}
    }
  11. Bo Jiang, Mohamed Seif, Ravi Tandon, and Ming Li
    "Context-Aware Local Information Privacy",
    IEEE Transactions on Information Forensics and Security (TIFS), accepted, May 2021.
    Cite
    @article{jiang2021context,
      title={Context-aware local information privacy},
      author={Jiang, Bo and Seif, Mohamed and Tandon, Ravi and Li, Ming},
      journal={IEEE Transactions on Information Forensics and Security},
      volume={16},
      pages={3694--3708},
      year={2021},
      publisher={IEEE}
    }
  12. Tianchi Zhao, Ming Li and Yanjun Pan,
    "Online Learning Based Reconfigurable Antenna Mode Selection Exploiting Channel Correlation",
    IEEE Transactions on Wireless Communications (TWC), accepted, Apr. 2021.
    Cite
    @article{zhao2021online,
      title={Online learning-based reconfigurable antenna mode selection exploiting channel correlation},
      author={Zhao, Tianchi and Li, Ming and Pan, Yanjun},
      journal={IEEE Transactions on Wireless Communications},
      volume={20},
      number={10},
      pages={6820--6834},
      year={2021},
      publisher={IEEE}
    }
  13. Bo Jiang, Ming Li and Ravi Tandon,
    "Local Information Privacy and Its Application to Privacy-Preserving Data Aggregation",
    IEEE Transactions on Dependable and Secure Computing (TDSC), accepted, pp. 1-18, Nov. 2020.
    Cite
    @article{jiang2020local,
      title={Local information privacy and its application to privacy-preserving data aggregation},
      author={Jiang, Bo and Li, Ming and Tandon, Ravi},
      journal={IEEE Transactions on Dependable and Secure Computing},
      volume={19},
      number={3},
      pages={1918--1935},
      year={2020},
      publisher={IEEE}
    }
  14. Bo Jiang, Ming Li and Ravi Tandon,
    "Correction to “Local Information Privacy and Its Applications to Data Aggregation”",
    IEEE Transactions on Dependable and Secure Computing (TDSC), 2026.
    Cite
    @article{jiang2026correction,
      title={Correction to "Local Information Privacy and Its Applications to Data Aggregation"},
      author={Jiang, Bo and Li, Ming and Tandon, Ravi},
      journal={IEEE Transactions on Dependable and Secure Computing},
      year={2026},
      publisher={IEEE}
    }
  15. Nirnimesh Ghose, Loukas Lazos, and Ming Li,
    "In-band Secret-Free Pairing for COTS Wireless Devices",
    IEEE Transactions on Mobile Computing (TMC), accepted, Jul. 2020.
    Cite
    @article{ghose2020band,
      title={In-band secret-free pairing for COTS wireless devices},
      author={Ghose, Nirnimesh and Lazos, Loukas and Li, Ming},
      journal={IEEE Transactions on Mobile Computing},
      volume={21},
      number={2},
      pages={612--628},
      year={2020},
      publisher={IEEE}
    }
  16. Boyang Wang,  Yantian Hou and Ming Li,
    "QuickN: Practical and Secure Nearest Neighbor Search on Encrypted Large-Scale Data",
    IEEE Transactions on Cloud Computing, accepted, Jul. 2020.
    Cite
    @article{wang2020quickn,
      title={QuickN: Practical and secure nearest neighbor search on encrypted large-scale data},
      author={Wang, Boyang and Hou, Yantian and Li, Ming},
      journal={IEEE Transactions on Cloud Computing},
      volume={10},
      number={3},
      pages={2066--2078},
      year={2020},
      publisher={IEEE}
    }
  17. Mingshun Sun*, Ali Al-Hashimi*, Ming Li and Ryan Gerdes, (*: co-first authors)
    "Impacts of Constrained Sensing and Communication based Attacks on Vehicular Platoons",
    IEEE Transactions on Vehicular Technology (TVT), accepted, Feb. 2020.
    Cite
    @article{sun2020impacts,
      title={Impacts of constrained sensing and communication based attacks on vehicular platoons},
      author={Sun, Mingshun and Al-Hashimi, Ali and Li, Ming and Gerdes, Ryan},
      journal={IEEE transactions on vehicular technology},
      volume={69},
      number={5},
      pages={4773--4787},
      year={2020},
      publisher={IEEE}
    }
  18. Iraklis Leontiadis and Ming Li,
    "Collusion Resistant Aggregation from Convertible Tags",
    International Journal of Information Security (IJIS), accepted, Dec. 2019.
    Cite
    @article{leontiadis2015collusion,
      title={Collusion Resistant Aggregation from Convertible Tags},
      author={Leontiadis, Iraklis and Li, Ming},
      journal={Cryptology ePrint Archive},
      year={2015}
    }
  19. Mohamed Seif, Ravi Tandon and Ming Li,
    "Secure Retrospective Interference Alignment",
    Journal of Entropy , accepted, Oct 2019.
    Cite
    @article{seif2019secure,
      title={Secure retrospective interference alignment},
      author={Seif, Mohamed and Tandon, Ravi and Li, Ming},
      journal={Entropy},
      volume={21},
      number={11},
      pages={1092},
      year={2019},
      publisher={MDPI}
    }
  20. Ahmed Salama, Ming Li, Loukas Lazos, Yong Xiao, and Marwan Krunz,
    "Trading Privacy for Utility in Database-assisted Dynamic Spectrum Access",
    IEEE Transactions on Cognitive Communications and Networking (TCCN), accepted, May 2019.
    Cite
    @article{salama2019trading,
      title={Trading privacy for utility in database-assisted dynamic spectrum access},
      author={Salama, Ahmed M and Li, Ming and Lazos, Loukas and Xiao, Yong and Krunz, Marwan},
      journal={IEEE Transactions on Cognitive Communications and Networking},
      volume={5},
      number={3},
      pages={611--624},
      year={2019},
      publisher={IEEE}
    }
  21. Ming Li, Dejun Yang, Jian Lin, Ming Li and Jian Tang,
    "SpecWatch: A Framework for Adversarial Spectrum Monitoring with Unknown Statistics",
    Elsevier Computer Networks (COMNET), accepted, Jul. 2018.
    Cite
    @article{li2018specwatch,
      title={SpecWatch: A framework for adversarial spectrum monitoring with unknown statistics},
      author={Li, Ming and Yang, Dejun and Lin, Jian and Tang, Jian},
      journal={Computer Networks},
      volume={143},
      pages={176--190},
      year={2018},
      publisher={Elsevier}
    }
  22. Tasnuva Tithi, Baswati Deka, Ryan. M. Gerdes, Chris Winstead, Ming Li and Kevin Heaslip,
    "Analysis of Friendly Jamming for Secure Location Verification of Vehicles for Intelligent Highways",
    IEEE Transactions on Vehicular Technology (TVT), accepted, May 2018.
    Cite
    @article{tithi2018analysis,
      title={Analysis of friendly jamming for secure location verification of vehicles for intelligent highways},
      author={Tithi, Tasnuva and Deka, Bhaswati and Gerdes, Ryan M and Winstead, Chris and Li, Ming and Heaslip, Kevin},
      journal={IEEE Transactions on Vehicular Technology},
      volume={67},
      number={8},
      pages={7437--7449},
      year={2018},
      publisher={IEEE}
    }
  23. Yanjun Pan, Yantian Hou, Ming Li, Ryan Gerdes, Kai Zeng, Md Asaduzzaman Towfiq, Bedri Cetiner,
    Message Integrity Protection over Wireless Channel: Countering Signal Cancellation via Channel Randomization,
    IEEE Transactions on Dependable and Secure Computing
    (TDSC), accepted, pp. 1-14, Sept. 2017.
    Cite
    @article{pan2017message,
      title={Message Integrity Protection over Wireless Channel: Countering Signal Cancellation via Channel Randomization},
      author={Pan, Yanjun and Hou, Yantian and Li, Ming and Gerdes, Ryan and Zeng, Kai and Towfiq, Md Asaduzzaman and Cetiner, Bedri},
      journal={IEEE Transactions on Dependable and Secure Computing (TDSC)},
      number={99},
      pages={1--14},
      year={2017}
    }
  24. Boyang Wang, Ming Li and Li Xiong,
    "FastGeo: Efficient Geometric Range Queries on Encrypted Spatial Data",
    IEEE Transactions on Dependable and Secure Computing (TDSC), accepted, pp. 1-14, Mar. 2017.
    Cite
    @article{wang2017fastgeo,
      title={FastGeo: Efficient geometric range queries on encrypted spatial data},
      author={Wang, Boyang and Li, Ming and Xiong, Li},
      journal={IEEE transactions on dependable and secure computing},
      volume={16},
      number={2},
      pages={245--258},
      year={2017},
      publisher={IEEE}
    }
  25. Yantian Hou, Ming Li and Shucheng Yu,
    "Making Body Area Networks Robust against Cross-Technology Interference",
    IEEE Transactions on Wireless Communications (TWC), Vol. 16, No. 1, pp. 429- 440, Jan. 2017.
    Cite
    @article{hou2016making,
      title={Making wireless body area networks robust under cross-technology interference},
      author={Hou, Yantian and Li, Ming and Yu, Shucheng},
      journal={IEEE Transactions on Wireless Communications},
      volume={16},
      number={1},
      pages={429--440},
      year={2016},
      publisher={IEEE}
    }
  26. Jesse Victors, Ming Li and Xinwen Fu,
    "The Onion Name System: Tor-powered Decentralized DNS for Tor Onion Services",
    the Proceedings on Privacy Enhancing Technologies (PoPETS), to appear, Vol. 2017, No. 1, pp. 1-21, Sept. 2016.
    Cite
    @article{victors2017onion,
      title={The onion name system},
      author={Victors, Jesse and Li, Ming and Fu, Xinwen},
      journal={Proceedings on Privacy Enhancing Technologies},
      year={2017}
    }
  27. Yantian Hou, Ming Li, Xu Yuan, Y. Thomas Hou, and Wenjing Lou,
    Cooperative Interference Mitigation for Heterogeneous Multi-hop Networks Coexistence”,
    IEEE Transactions on Wireless Communications (TWC), Vol. 15, No. 8, pp. 5328 - 5340, Aug. 2016.
    Cite
    @article{hou2016cooperative,
      title={Cooperative Interference Mitigation for Heterogeneous Multi-hop Wireless Networks Coexistence},
      author={Hou, Yantian and Li, Ming and Yuan, Xu and Hou, Y Thomas and Lou, Wenjing},
      journal={IEEE Transactions on Wireless Communications},
      year={2016}
    }
  28. Qiben Yan, Huacheng Zeng, Tingting Jiang, Ming Li, Wenjing Lou, and Y. Thomas Hou,
    Jamming Resilient Communication using MIMO Interference Cancellation”,
    IEEE Transactions on Information Forensics and Security (TIFS), Vol. 11, No. 7, pp. 1486 - 1499, July 2016.
    Cite
    @article{yan2016jamming,
      title={Jamming resilient communication using MIMO interference cancellation},
      author={Yan, Qiben and Zeng, Huacheng and Jiang, Tingting and Li, Ming and Lou, Wenjing and Hou, Y Thomas},
      journal={IEEE Transactions on Information Forensics and Security},
      volume={11},
      number={7},
      pages={1486--1499},
      year={2016},
      publisher={IEEE}
    }
  29. Boyang Wang, Ming Li and Haitao Wang,
    Geometric Range Search on Encrypted Spatial Data”,
    IEEE Transactions on Information Forensics & Security (TIFS), accepted, Vol. 11, No. 4, pp. 704-719, April 2016.
    Cite
    @article{wang2015geometric,
      title={Geometric range search on encrypted spatial data},
      author={Wang, Boyang and Li, Ming and Wang, Haitao},
      journal={IEEE Transactions on Information Forensics and Security},
      volume={11},
      number={4},
      pages={704--719},
      year={2015},
      publisher={IEEE}
    }
  30. Yao Zheng, Ming Li, Wenjing Lou and Y. Thomas Hou,
    Location Based Handshake and Private Proximity Test with Location Tags”,
    IEEE Transactions on Dependable and Secure Computing (TDSC), Vol. PP, No. 99, pp. 1-14, Aug. 2015.
    Cite
    @article{zheng2015location,
      title={Location Based Handshake and Private Proximity Test with Location Tags},
      author={Zheng, Yao and Li, Ming and Lou, Wenjing and Hou, Thomas},
      journal={IEEE Transactions on  on Dependable and Secure Computing},
      year={2015}
    }
  31. Lu Shi, Jiawei Yuan, Shucheng Yu, and Ming Li,
    MASK-BAN: Movement-Aided Authenticated Secret Key Extraction Utilizing Channel Characteristics in Body Area Networks“,
    IEEE Internet of Things Journal, Vol. 2, No. 1, pp. 52-62, Feb. 2015.
    Cite
    @article{shi2015mask,
      title={MASK-BAN: Movement-aided authenticated secret key extraction utilizing channel characteristics in body area networks},
      author={Shi, Lu and Yuan, Jiawei and Yu, Shucheng and Li, Ming},
      journal={IEEE Internet of Things Journal},
      volume={2},
      number={1},
      pages={52--62},
      year={2015},
      publisher={IEEE}
    }
  32. Qiben Yan, Ming Li, Feng Chen, Tingting Jiang, Wenjing Lou, Y. Thomas. Hou and Chang-Tien Lu,
    SpecMonitor: Towards Efficient Passive Traffic Monitoring for Cognitive Radio Networks“,
    IEEE Transactions on Wireless Communications (TWC), Vol. 13,  No. 10, Oct. 2014.
    Cite
    @article{yan2014specmonitor,
      title={SpecMonitor: Towards Efficient Passive Traffic Monitoring for Cognitive Radio Network},
      author={Yan, Qiben and Li, Ming and Chen, Feng and Jiang, Tingting and Lou, Wenjing and Hou, Thomas and Lu, Chang-Tien},
      journal={IEEE Transactions on Wireless Communications},
      year={2014}
    }
  33. Wenhai Sun, Bin Wang, Ning Cao, Ming Li, Wenjing Lou, Y. Thomas Hou and Hui Li,
    “Verifiable Privacy-Preserving Multi-keyword Text Search in the Cloud Supporting Similarity-based Ranking”,
    IEEE Transactions on Parallel and Distributed Systems (TPDS),  Vol. 25, No. 11,  pp: 3025-3035, Nov. 2014.
    Cite
    @article{sun2013verifiable,
      title={Verifiable privacy-preserving multi-keyword text search in the cloud supporting similarity-based ranking},
      author={Sun, Wenhai and Wang, Bing and Cao, Ning and Li, Ming and Lou, Wenjing and Hou, Y Thomas and Li, Hui},
      journal={IEEE transactions on parallel and distributed systems},
      volume={25},
      number={11},
      pages={3025--3035},
      year={2013},
      publisher={IEEE}
    }
  34. Lu Shi, Ming Li, Shucheng Yu and Jiawei Yuan,
    BANA: Body Area Network Authentication Exploiting Channel Characteristics”,
    IEEE Journal of Selected Areas on Communications (JSAC), Vol: 31, No. 9, pp: 1803-1816, Sept. 2013.
    Cite
    @article{shi2013bana,
      title={BANA: Body Area Network Authentication Exploiting Channel Characteristics},
      author={Shi, Lu and Li, Ming and Yu, Shucheng and Yuan, Jiawei},
      journal={IEEE Journal on Selected Areas in Communications},
      volume={31},
      number={9},
      pages={1803--1816},
      year={2013},
      publisher={IEEE}
    }
  35. Ming Li, Shucheng Yu, Ning Cao and Wenjing Lou,
    “Privacy-Preserving Distributed Profile Matching in Proximity-based Mobile Social Networks,”
    IEEE Transactions on Wireless Communications
    (TWC), Vol. 12, No. 5, pp. 2024-2033, Aug. 2013.
    Cite
    @article{li2013privacy,
      title={Privacy-preserving distributed profile matching in proximity-based mobile social networks},
      author={Li, Ming and Yu, Shucheng and Cao, Ning and Lou, Wenjing},
      journal={IEEE Transactions on Wireless Communications},
      volume={12},
      number={5},
      pages={2024--2033},
      year={2013},
      publisher={IEEE}
    }
  36. Ning Cao, Cong Wang, Ming Li, Kui Ren and Wenjing Lou,
    “Privacy-Preserving Multi-keyword Ranked Search over Encrypted Cloud Data,”
    IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 25, No. 1, pp. 222-233, Jan. 2014.
    Cite
    @article{cao2013privacy,
      title={Privacy-preserving multi-keyword ranked search over encrypted cloud data},
      author={Cao, Ning and Wang, Cong and Li, Ming and Ren, Kui and Lou, Wenjing},
      journal={IEEE Transactions on parallel and distributed systems},
      volume={25},
      number={1},
      pages={222--233},
      year={2013},
      publisher={IEEE}
    }
  37. Ming Li, Shucheng Yu, Joshua D. Guttman, Wenjing Lou and Kui Ren,
    “Secure Ad-Hoc Trust Initialization and Key Management in Wireless Body Area Networks”,
    ACM Transactions on Sensor Networks
    (TOSN),  Vol. 9, No. 2, pp. 18, May  2013.
    Cite
    @article{li2013secure,
      title={Secure ad hoc trust initialization and key management in wireless body area networks},
      author={Li, Ming and Yu, Shucheng and Guttman, Joshua D and Lou, Wenjing and Ren, Kui},
      journal={ACM Transactions on sensor Networks (TOSN)},
      volume={9},
      number={2},
      pages={1--35},
      year={2013},
      publisher={ACM New York, NY, USA}
    }
  38. Ming Li, Shucheng Yu, Yao Zheng, Kui Ren and Wenjing Lou,
    “Scalable and Secure Sharing of Personal Health Records in Cloud Computing using Attribute-based Encryption,”
    IEEE Transactions on Parallel and Distributed Systems
    (TPDS), Vol. 24, No. 1, pp. 131-143, Jan. 2013. (Spotlight paper of the issue)
    Cite
    @article{li2012scalable,
      title={Scalable and secure sharing of personal health records in cloud computing using attribute-based encryption},
      author={Li, Ming and Yu, Shucheng and Zheng, Yao and Ren, Kui and Lou, Wenjing},
      journal={IEEE transactions on parallel and distributed systems},
      volume={24},
      number={1},
      pages={131--143},
      year={2012},
      publisher={IEEE}
    }
  39. Zhenyu Yang, Ming Li and Wenjing Lou,
    “Live Multimedia Streaming in VANETs using Symbol-Level Network Coding”,
    IEEE Transactions on Wireless Communications
    (TWC), Vol. 11, No. 8, Aug. 2012.
    Cite
    @inproceedings{yang2010codeplay,
      title={Codeplay: Live multimedia streaming in vanets using symbol-level network coding},
      author={Yang, Zhenyu and Li, Ming and Lou, Wenjing},
      booktitle={The 18th IEEE International Conference on Network Protocols},
      pages={223--232},
      year={2010},
      organization={IEEE}
    }
  40. Qiben Yan, Ming Li, Zhenyu Yang, Wenjing Lou and H. Zhai,
    “Throughput Analysis of Cooperative Mobile Content Distribution in Vehicular Ad Hoc Networks using Symbol Level Network Coding”,
    IEEE Journal on Selected Areas in Communications
    (JSAC), Vol. 30, No. 2, Feb. 2012.
    Cite
    @article{yan2012throughput,
      title={Throughput analysis of cooperative mobile content distribution in vehicular network using symbol level network coding},
      author={Yan, Qiben and Li, Ming and Yang, Zhenyu and Lou, Wenjing and Zhai, Hongqiang},
      journal={IEEE Journal on Selected Areas in Communications},
      volume={30},
      number={2},
      pages={484--492},
      year={2012},
      publisher={IEEE}
    }
  41. Ming Li, Kai Zeng and Wenjing Lou,
    “Opportunistic Broadcast of Event-driven Warning Messages in Vehicular Ad Hoc Networks with Lossy Links,”
    Elsevier
    Computer Networks (COMNET), Vol. 55, July 2011, Pages 2443-2464.
    Cite
    @article{li2011opportunistic,
      title={Opportunistic broadcast of event-driven warning messages in vehicular ad hoc networks with lossy links},
      author={Li, Ming and Zeng, Kai and Lou, Wenjing},
      journal={Computer Networks},
      volume={55},
      number={10},
      pages={2443--2464},
      year={2011},
      publisher={Elsevier}
    }
  42. Zhenyu Yang, Ming Li and Wenjing Lou,
    “R-Code: Network Coding-based Reliable Broadcast in Wireless Mesh Networks,”
    Elsevier Ad Hoc Networks, Vol. 9, No. 5, July 2011, Pages 788-798.
    Cite
    @article{yang2011r,
      title={R-Code: Network coding-based reliable broadcast in wireless mesh networks},
      author={Yang, Zhenyu and Li, Ming and Lou, Wenjing},
      journal={Ad Hoc Networks},
      volume={9},
      number={5},
      pages={788--798},
      year={2011},
      publisher={Elsevier}
    }
  43. Ming Li, Zhenyu Yang and Wenjing Lou,
    “CodeOn: Cooperative Popular Content Distribution for Vehicular Networks using Symbol Level Network Coding,”
    IEEE Journal on Selected Areas in Communications (JSAC), Vol. 29, No. 1, Jan. 2011.(Best paper award nomination by IEEE ComSoc MMTC)
    Cite
    @article{li2010codeon,
      title={Codeon: Cooperative popular content distribution for vehicular networks using symbol level network coding},
      author={Li, Ming and Yang, Zhenyu and Lou, Wenjing},
      journal={IEEE Journal on Selected Areas in Communications},
      volume={29},
      number={1},
      pages={223--235},
      year={2010},
      publisher={IEEE}
    }

Selected Conference Papers

  1. Ruoyu Song, Chenyi Wang, Raymond Muller, J-P. Monteuuis, Ryan Gerdes, Jonathan Petit, Ming Li, Antonio Bianchi and Z. Berkay Celik
    "Investigating Planning Attacks against End-to-End Autonomous Driving",
    The ACM Conference on Computer and Communications Security (ACM CCS 2026), The Hague, The Netherlands, Nov. 15-19, 2026.
    Cite
    @inproceedings{song2026investigating,
      title={Investigating Planning Attacks against End-to-End Autonomous Driving},
      author={Song, Ruoyu and Wang, Chenyi and Muller, Raymond and Monteuuis, Jean-Philippe and Gerdes, Ryan and Petit, Jonathan and Li, Ming and Bianchi, Antonio and Celik, Z. Berkay},
      booktitle={ACM Conference on Computer and Communications Security (CCS)},
      year={2026}
    }
  2. Hao Qin, Thang Duong, Ming F. Li and Chicheng Zhang,
    "Physics-Informed Parametric Bandits for Beam Alignment in mmWave Communications",
    The 24th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt 2026), Columbus, OH, Jun. 3-5, 2026. (Full version)
    Cite
    @inproceedings{qin2026physics,
      title={Physics-informed parametric bandits for beam alignment in mmwave communications},
      author={Qin, Hao and Duong, Thang and Li, Ming F and Zhang, Chicheng},
      booktitle={2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)},
      pages={1--8},
      year={2026},
      organization={IEEE}
    }
  3. Chenyi Wang, Ruoyu Song, Raymond Muller, Jean-Philippe Monteuuis, Z. Berkay Celik, Jonathan Petit, Ryan Gerdes and Ming Li,
    "CP-FREEZER: Latency Attacks against Vehicular Cooperative Perception",
    The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026), Singapore, Jan. 20-27, 2026.
    Cite
    @article{wang2025cp,
      title={CP-FREEZER: Latency Attacks against Vehicular Cooperative Perception},
      author={Wang, Chenyi and Song, Ruoyu and Muller, Raymond and Monteuuis, Jean-Philippe and Celik, Z Berkay and Petit, Jonathan and Gerdes, Ryan and Li, Ming},
      journal={arXiv preprint arXiv:2508.01062},
      year={2025}
    }
  4. Jingcheng Li, Loukas Lazos and Ming Li,
    "Securing OFDM-based ISAC Systems against Sensing Attacks",
    2025 IEEE Conference on Communications and Network Security (CNS 2025), Avignon, France, Sept. 9-11, 2025.
    Cite
    @inproceedings{li2025securing,
      title={Securing OFDM-based ISAC Systems against Sensing Attacks},
      author={Li, Jingcheng and Lazos, Loukas and Li, Ming},
      booktitle={2025 IEEE Conference on Communications and Network Security (CNS 2025)},
      year={2025}
    }
  5. Ziqi Xu, Jingcheng Li, Loukas Lazos and Ming Li,
    "A Trust-aware POMDP Framework for Thwarting Data Falsification Attacks in Cooperative Driving",
    2025 IEEE Conference on Communications and Network Security (CNS 2025), Avignon, France, Sept. 9-11, 2025.
    Cite
    @inproceedings{xu2025trust,
      title={A Trust-aware POMDP Framework for Thwarting Data Falsification Attacks in Cooperative Driving},
      author={Xu, Ziqi and Li, Jingcheng and Lazos, Loukas and Li, Ming},
      booktitle={2025 IEEE Conference on Communications and Network Security (CNS 2025)},
      year={2025}
    }
  6. Chenyi Wang, Raymond Muller, Ruoyu Song, J-P. Monteuuis, Jonathan Petit, Yanmao Man, Ryan Gerdes, Z. Berkay Celik, and Ming Li
    From Threat to Trust: Exploiting Attention Mechanisms for Attacks and Defenses in Cooperative Perception,
    The 34th USENIX Security Symposium (USENIX Security '25), Seattle, WA, Aug. 2025, accepted.
    Cite
    @inproceedings{wang2025threat,
      title={From Threat to Trust: Exploiting Attention Mechanisms for Attacks and Defenses in Cooperative Perception},
      author={Wang, Chenyi and Muller, Raymond and Song, Ruoyu and Monteuuis, Jean-Philippe and Petit, Jonathan and Man, Yanmao and Gerdes, Ryan and Celik, Z Berkay and Li, Ming},
      booktitle={The 34th USENIX Security Symposium},
      year={2025}
    }
  7. Raymond Muller, Ruoyu Song, Chenyi Wang, Yuxia Zhan, J-P. Monteuuis, Yanmao Man, Ming Li, Ryan Gerdes, Jonathan Petit, Z. Berkay Celik,
    Investigating Physical Latency Attacks against Camera-based Perception,
    IEEE Symposium on Security and Privacy (S&P 2025), May 2025, San Francisco, CA.
    Cite
    @inproceedings{muller2025investigating,
      title={Investigating physical latency attacks against camera-based perception},
      author={Muller, Raymond and Song, Ruoyu and Wang, Chenyi and Zhan, Yuxia and Monteuuis, Jean-Phillipe and Man, Yanmao and Li, Ming and Gerdes, Ryan and Petit, Jonathan and Celik, Z Berkay},
      booktitle={2025 IEEE Symposium on Security and Privacy (SP)},
      pages={4588--4605},
      year={2025},
      organization={IEEE}
    }
  8. Zhiwu Guo, Chicheng Zhang, Ming Li, Marwan Krunz,
    Efficient Fair Probabilistic Multi-armed Bandit for Real-Time Resource Allocation in Spectrum Sharing,
    IEEE International Symposium on Dynamic Spectrum Access Networks 2025 (DySPAN 2025), May 2025, London, UK.
    Cite
    @inproceedings{guo2025efficient,
      title={Efficient Fair Probabilistic Multi-armed Bandit for Real-Time Resource Allocation in Spectrum Sharing},
      author={Guo, Zhiwu and Zhang, Chicheng and Li, Ming and Krunz, Marwan},
      booktitle={2025 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)},
      pages={1--10},
      year={2025},
      organization={IEEE}
    }
  9. Chenyi Wang, Yanmao Man, Raymond Muller, Ming Li, Z. Berkay Celik, Ryan Gerdes, Jonathan Petit,
    "Physical ID-Transfer Attacks against Multi-Object Tracking via Adversarial Trajectory",
    The 2024 Annual Computer Security Applications Conference (ACSAC 2024), Waikiki, Hawaii, Dec. 9-13, 2024.
    Cite
    @inproceedings{wang2024physical,
      title={Physical ID-Transfer Attacks against Multi-Object Tracking via Adversarial Trajectory},
      author={Wang, Chenyi and Man, Yanmao and Muller, Raymond and Li, Ming and Celik, Z Berkay and Gerdes, Ryan and Petit, Jonathan},
      booktitle={ACSAC 2024},
      year={2024}
    }
  10. Xiaolan Gu, Ming Li, Li Xiong,
    "DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum,"
    The 34th USENIX Security Symposium (USENIX Security '25), Seattle, WA, Aug. 2025, accepted.
    Cite
    @inproceedings{gu2025dp,
      title={DP-BREM: differentially-private and byzantine-robust federated learning with client momentum},
      author={Gu, Xiaolan and Li, Ming and Xiong, Li},
      booktitle={The 34th USENIX Security Symposium},
      year={2025}
    }
  11. Jingcheng Li, Ming Li and Loukas Lazos,
    "SecBeam: Securing mmWave Beam Alignment Against Beam-Stealing Attacks,"
    IEEE Conference on Communications and Network Security (IEEE CNS 2024), 30 September – 3 October 2024, Taipei, Taiwan.
    Cite
    @inproceedings{li2024secbeam,
      title={SecBeam: Securing mmWave beam alignment against beam-stealing attacks},
      author={Li, Jingcheng and Lazos, Loukas and Li, Ming},
      booktitle={2024 IEEE Conference on Communications and Network Security (CNS)},
      pages={1--9},
      year={2024},
      organization={IEEE}
    }
  12. Tianchi Zhao, Chicheng Zhang, Ming Li, Jingcheng Li, Zhiwu Guo,
    "Efficient Online Learning Algorithms for Joint Path and Beam Selection in Multihop Mmwave Networks,"
    The 21st IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2024), Sept. 22, 2024, Seoul, South Korea (acceptance rate: 27.5%)
    Cite
    @inproceedings{zhao2024efficient,
      title={Efficient online learning algorithms for joint path and beam selection in multihop mmwave networks},
      author={Zhao, Tianchi and Zhang, Chicheng and Li, Ming and Li, Jingcheng and Guo, Zhiwu},
      booktitle={2024 IEEE 21st International Conference on Mobile Ad-Hoc and Smart Systems (MASS)},
      pages={228--237},
      year={2024},
      organization={IEEE}
    }
  13. Raymond Muller, Yanmao Man, Ming Li, Ryan Gerdes, Jonathan Petit, Z. Berkay Celik,
    "VOGUES: Validation of Object Guise using Estimated Components,"
    The 33rd USENIX Security Symposium (USENIX Security '24), Philadelphia, PA, Aug. 2024.
    Cite
    @inproceedings{muller2024vogues,
      title={VOGUES: Validation of Object Guise using Estimated Components},
      author={Muller, Raymond and Man, Yanmao and Li, Ming and Gerdes, Ryan and Petit, Jonathan and Celik, Z Berkay},
      booktitle={USENIX Security Symposium 2024},
      year={2024}
    }
  14. Lewis W. Koplon, Ameer G. Nessaee, Alex Choi, Andress Mentoza, Michael Villasana, Loukas Lazos and Ming Li,
    Cyclops: Binding a Vehicle’s Digital Identity to its Physical Trajectory using Monocular Cameras,
    International Symposium on Vehicle Security and Privacy (VehicleSec 2024), Co-located with NDSS Symposium, Feb. 26, 2024, San Diego, CA.
    Cite
    @article{koplon2024cyclops,
      title={Cyclops: Binding a Vehicle’s Digital Identity to its Physical Trajectory using Monocular Cameras},
      author={Koplon, Lewis W and Nessaee, Ameer G and Choi, Alex and Mentoza, Andress and Villasana, Michael and Lazos, Loukas and Li, Ming},
      journal={VehicleSec 2024},
      year={2024}
    }
  15. Zhiwu Guo, Wenhan Zhang, Ming Li, Marwan Krunz, Mohammad Hossein Manshaei,
    DL-SIC: Deep Learning Aided Successive Interference Cancellation in Shared Spectrum,
    2024 International Conference on Computing, Networking and Communications (ICNC 2024), AI and Machine Learning for Communications and Networking Symposium, Feb. 19-22, 2024, Big Island, Hawaii.
    Cite
    @inproceedings{guo2024dl,
      title={DL-SIC: Deep Learning Aided Successive Interference Cancellation in Shared Spectrum},
      author={Guo, Zhiwu and Zhang, Wenhan and Li, Ming and Krunz, Marwan and Manshaei, Mohammad Hossein},
      booktitle={2024 International Conference on Computing, Networking and Communications (ICNC)},
      pages={754--760},
      year={2024},
      organization={IEEE}
    }
  16. Zhiwu Guo, Chicheng Zhang, Ming Li, Marwan Krunz,
    Fair Coexistence of Heterogeneous Networks: A Novel Probabilistic Multi-Armed Bandit Approach,
    21st International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt 2023), Aug. 2023, Singapore.
    Cite
    @inproceedings{guo2023fair,
      title={Fair Coexistence of Heterogeneous Networks: A Novel Probabilistic Multi-Armed Bandit Approach},
      author={Guo, Zhiwu and Zhang, Chicheng and Li, Ming and Krunz, Marwan},
      booktitle={WiOPT},
      year={2023}
    }
  17. Connor Dickey, Christopher Smith, Quentin Johnson, Jingcheng Li, Ziqi Xu, Loukas Lazos and Ming Li,
    "Wiggle: Physical Challenge-Response Verification of Vehicle Platooning,"
    2023 International Conference on Computing, Networking and Communications (ICNC): Communications and Information Security Symposium , Honolulu, HI, Feb. 2023.
    Cite
    @inproceedings{dickey2023wiggle,
      title={Wiggle: Physical challenge-response verification of vehicle platooning},
      author={Dickey, Connor and Smith, Christopher and Johnson, Quentin and Li, Jingcheng and Xu, Ziqi and Lazos, Loukas and Li, Ming},
      booktitle={2023 International Conference on Computing, Networking and Communications (ICNC)},
      pages={54--60},
      year={2023},
      organization={IEEE}
    }
  18. Yanmao Man, Raymond Muller, Ming Li, Z. Berkay Celik, and Ryan Gerdes,
    "That Person Moves Like A Car: Misclassification Attack Detection for Autonomous Systems using Spatiotemporal Consistency,"
    The 32nd USENIX Security Symposium (USENIX Security '23), Aug. 2023.
    Cite
    @inproceedings{man2022person,
      title={That Person Moves Like A Car: Misclassification Attack Detection for Autonomous Systems Using Spatiotemporal Consistency},
      author={Man, Yanmao and Muller, Raymond and Li, Ming and Celik, Z Berkay and Gerdes, Ryan},
      booktitle={USENIX Security Symposium},
      volume={2023},
      pages={1--18},
      year={2022}
    }
  19. Yanmao Man, Raymond Muller, Ming Li, Z. Berkay Celik, and Ryan Gerdes,
    "Evaluating Perception Attacks on Prediction and Planning of Autonomous Vehicles,"
    the 31st USENIX Security Symposium Poster Session (USENIX Security '22 Posters), Boston, MA, Aug. 2022
    Cite
    @inproceedings{man2022evaluating,
      title={Evaluating perception attacks on prediction and planning of autonomous vehicles},
      author={Man, Yanmao and Muller, Raymond and Li, Ming and Celik, Z Berkay and Gerdes, Ryan},
      booktitle={USENIX Security Symposium Poster Session},
      year={2022}
    }
  20. Tianchi Zhao, Chicheng Zhang, Ming Li,
    "Hierarchical Unimodal Bandits,"
    European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Oral Presentation, Sept. 2022 (acceptance rate: 26%)
    Cite
    @inproceedings{zhao2022hierarchical,
      title={Hierarchical Unimodal Bandits},
      author={Zhao, Tianchi and Zhang, Chicheng and Li, Ming},
      booktitle={European Conference on Machine Learning (ECML) and Principles and Practice of Knowledge Discovery in Databases (PKDD)},
      year={2022}
    }
  21. Bo Jiang, Tianchi Zhao, Ming Li,
    "Thompson Sampling under Bernoulli Rewards with Local Differential Privacy,"
    ICML Workshop on Theory and Practice of Differential Privacy, Jul. 2022
    Cite
    @inproceedings{jiang2022thompson,
      title={Thompson Sampling under Bernoulli Rewards with Local Differential Privacy},
      author={Jiang, Bo and Zhao, Tianchi and Li, Ming},
      booktitle={ICML Workshop on Theory and Practice of Differential Privacy},
      year={2022}
    }
  22. Mingshun Sun, Zhiwu Guo, Ming Li, and Ryan Gerdes,
    "POSTER: Passive Drone Localization using LTE Signals",
    the 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks Poster & Demo Session (ACM WiSec 2022 Posters & Demos), San Antonio, TX, May 2022 (Best Poster Award, 1 out of 8).
    Cite
    @article{sun2022poster,
      title={POSTER: Passive Drone Localization Using LTE Signals},
      author={Sun, Mingshun and Guo, Zhiwu and Li, Ming and Gerdes, Ryan M},
      journal={ACM WiSec 2022},
      year={2022},
      publisher={ACM}
    }
  23. Raymond Muller, Yanmao Man, Z. Berkay Celik, Ming Li and Ryan Gerdes,
    "Physical Hijacking Attacks against Object Trackers",
    The ACM Conference on Computer and Communications Security (ACM CCS 2022), Nov. 2022.
    Cite
    @inproceedings{muller2022physical,
      title={Physical hijacking attacks against object trackers},
      author={Muller, Raymond and Man, Yanmao and Celik, Z Berkay and Li, Ming and Gerdes, Ryan},
      booktitle={Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security},
      pages={2309--2322},
      year={2022}
    }
  24. Abdullah Zubair Mohammed, Alok Singh, Gokcen Yilmaz Dayanikli, Ryan Gerdes, Mani Mina, and Ming Li
    "Towards Wireless Spiking of Smart Locks",
    The IEEE Workshop on the Internet of Safe Things (SafeThings 2022), co-located at IEEE S & P 2022, May 2022. (Best Paper Award, 3 out of 8).
    Cite
    @inproceedings{mohammed2022towards,
      title={Towards wireless spiking of smart locks},
      author={Mohammed, Abdullah Z and Singh, Alok and Dayan{\i}kl{\i}, G{\"o}k{\c{c}}en Y and Gerdes, Ryan and Mina, Mani and Li, Ming},
      booktitle={2022 IEEE Security and Privacy Workshops (SPW)},
      pages={251--257},
      year={2022},
      organization={IEEE}
    }
  25. Raymond Muller, Yanmao Man, Z. Berkay Celik, Ming Li and Ryan Gerdes,
    "DRIVETRUTH: Automated Autonomous Driving Dataset Generation for Security Applications",
    The 4th International Workshop on Automotive and Autonomous Vehicle Security (AutoSec 2022), co-located at NDSS 2022, Apr. 2022 (GM Security AutoDriving Security Award).
    Cite
    @inproceedings{muller2022drivetruth,
      title={Drivetruth: Automated autonomous driving dataset generation for security applications},
      author={Muller, Raymond},
      booktitle={Workshop on Automotive and Autonomous Vehicle Security (AutoSec)},
      year={2022}
    }
  26. Abdullah Zubair Mohammed, Yanmao Man, Ryan Gerdes, Ming Li and Z. Berkay Celik
    "Physical Layer Data Manipulation Attacks on the CAN Bus",
    The 4th International Workshop on Automotive and Autonomous Vehicle Security (AutoSec 2022), co-located at NDSS 2022, Apr. 2022.
    Cite
    @inproceedings{mohammed2022physical,
      title={Physical Layer Data Manipulation Attacks on the CAN Bus},
      author={Mohammed, Abdullah Zubair and Man, Yanmao and Gerdes, Ryan and Li, Ming and Celik, Z Berkay},
      booktitle={Workshop on Automotive and Autonomous Vehicle Security (AutoSec) 2022},
      year={2022}
    }
  27. Ziqi Xu, Jingcheng Li, Yanjun Pan, Loukas Lazos, Ming Li, and Nirnimesh Ghose,
    "PoF: Proof-of-Following for Vehicle Platoons",
    The 29th Network and Distributed System Security Symposium (NDSS 2022), San Diego, CA, Apr. 2022.
    Cite
    @article{xu2021pof,
      title={PoF: Proof-of-following for vehicle platoons},
      author={Xu, Ziqi and Li, Jingcheng and Pan, Yanjun and Lazos, Loukas and Li, Ming and Ghose, Nirnimesh},
      journal={arXiv preprint arXiv:2107.09863},
      year={2021}
    }
  28. Yao Zheng, Shekh Md Mahmudul Islam, Yanjun Pan, Marionne Millan, Samson Aggelopoulos, Brian Lu, Alvin Yang, Thomas Yang, Stephanie Aelmore, Willy Chang, Alana Power, Ming Li, Olga Boric–Lubecke, Victor Lubecke, Wenhai Sun,
    "Insider-Resistant Context-Based Pairing for Multimodality Sleep Apnea Test",
    2021 IEEE Global Communications Conference (IEEE GLOBECOM 2021), December 7 - 11, Madrid, Spain, and virtual.
    Cite
    @inproceedings{zheng2021insider,
      title={Insider-resistant context-based pairing for multimodality sleep apnea test},
      author={Zheng, Yao and Islam, Shekh Md Mahmudul and Pan, Yanjun and Millan, Marionne and Aggelopoulos, Samson and Lu, Brian and Yang, Alvin and Yang, Thomas and Aelmore, Stephanie and Chang, Willy and others},
      booktitle={2021 IEEE Global Communications Conference (GLOBECOM)},
      pages={1--6},
      year={2021},
      organization={IEEE}
    }
  29. Yanjun Pan, Ziqi Xu, Ming Li and Loukas Lazos,
    "Man-in-the-Middle Attack Resistant Secret Key Generation via Channel Randomization",
    The Twenty-Second ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM MobiHoc 2021), Hybrid, Jul. 2021 (20% acceptance rate).
    Cite
    @inproceedings{pan2021man,
      title={Man-in-the-middle attack resistant secret key generation via channel randomization},
      author={Pan, Yanjun and Xu, Ziqi and Li, Ming and Lazos, Loukas},
      booktitle={Proceedings of the Twenty-second International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing},
      pages={231--240},
      year={2021}
    }
  30. Tao Liu, Zihao Liu, Qi Liu, Wujie Wen, Wenyao Xu, and Ming Li,
    "StegoNet: Turn Deep Neural Network into a Stegomalware",
    The 2020 Annual Computer Security Applications Conference (ACSAC 2020), Austin, TX, Dec. 2020 (23% acceptance rate).
    Cite
    @inproceedings{liu2020stegonet,
      title={Stegonet: Turn deep neural network into a stegomalware},
      author={Liu, Tao and Liu, Zihao and Liu, Qi and Wen, Wujie and Xu, Wenyao and Li, Ming},
      booktitle={Proceedings of the 36th annual computer security applications conference},
      pages={928--938},
      year={2020}
    }
  31. Yanmao Man, Ming Li, and Ryan Gerdes,
    "GhostImage: Remote Perception Attacks against Camera-based Image Classification Systems",
    The 23rd International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2020), Oct. 14-16, 2020 (Acceptance rate: 26%) [Source Code] [Website] [Presentation Video].
    Cite
    @inproceedings{man2020ghostimage,
      title={$\{$GhostImage$\}$: Remote perception attacks against camera-based image classification systems},
      author={Man, Yanmao and Li, Ming and Gerdes, Ryan},
      booktitle={23rd International symposium on research in attacks, intrusions and defenses (RAID 2020)},
      pages={317--332},
      year={2020}
    }
  32. Mingshun Sun , Yanmao Man, Ming Li, and Ryan Gerdes,
    "SVM: Secure Vehicle Motion Verification with a Single Wireless Receiver",
    The 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks (ACM WiSec 2020), Jul. 8-15, 2020 (Acceptance rate: 26%)
    (Best Paper Award) (Replicability Label)
    Cite
    @inproceedings{sun2020svm,
      title={SVM: secure vehicle motion verification with a single wireless receiver},
      author={Sun, Mingshun and Man, Yanmao and Li, Ming and Gerdes, Ryan},
      booktitle={Proceedings of the 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks},
      pages={65--76},
      year={2020}
    }
  33. Yanjun Pan, Alon Efrat, Ming Li, Boyang Wang, Hanyu Quan, Joseph Mitchell, Esther Arkin and Jie Gao,
    "Data Inference from Encrypted Databases: A Multi-dimensional Order-Preserving Matching Approach",
    The 21st International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM MobiHoc 2020), October 11-14, 2020 (Acceptance rate: 15%).
    Cite
    @inproceedings{pan2020data,
      title={Data inference from encrypted databases: a multi-dimensional order-preserving matching approach},
      author={Pan, Yanjun and Efrat, Alon and Li, Ming and Wang, Boyang and Quan, Hanyu and Mitchell, Joseph and Gao, Jie and Arkin, Esther},
      booktitle={Proceedings of the Twenty-First International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing},
      pages={151--160},
      year={2020}
    }
  34. Mohamed Seif, Ravi Tandon, Ming Li
    "Wireless Federated Learning with Local Differential Privacy",
    The 2020 IEEE International Symposium on Information Theory (IEEE ISIT 2020), June 21-26, 2020, Los Angeles, CA.
    Cite
    @inproceedings{seif2020wireless,
      title={Wireless federated learning with local differential privacy},
      author={Seif, Mohamed and Tandon, Ravi and Li, Ming},
      booktitle={2020 IEEE International Symposium on Information Theory (ISIT)},
      pages={2604--2609},
      year={2020},
      organization={IEEE}
    }
  35. Tianchi Zhao, Bo Jiang, Ming Li and Ravi Tandon,
    "Regret Analysis of Stochastic Multi-armed Bandit Problem with Partial Information Feedback",
    The 2020 International Joint Conference on Neural Networks (IJCNN 2020), Jul. 19-24, 2020, Glasgow, UK.
    Cite
    @inproceedings{zhao2020regret,
      title={Regret analysis of stochastic multi-armed bandit problem with clustered information feedback},
      author={Zhao, Tianchi and Jiang, Bo and Li, Ming and Tandon, Ravi},
      booktitle={2020 International Joint Conference on Neural Networks (IJCNN)},
      pages={1--8},
      year={2020},
      organization={IEEE}
    }
  36. Xiaolan Gu, Ming Li, Li Xiong and Yang Cao,
    "Providing Input-Discriminative Protection for Local Differential Privacy", Presentation Slides
    IEEE International Conference on Data Engineering (ICDE 2020), Apr. 2020, Dallas, TX.
    Cite
    @inproceedings{gu2020providing,
      title={Providing input-discriminative protection for local differential privacy},
      author={Gu, Xiaolan and Li, Ming and Xiong, Li and Cao, Yang},
      booktitle={2020 IEEE 36th International Conference on Data Engineering (ICDE)},
      pages={505--516},
      year={2020},
      organization={IEEE}
    }
  37. Ahmed Salama, Ming Li, Loukas Lazos, Yong Xiao, and Marwan Krunz,
    "Privacy-Utility Tradeoff in Dynamic Spectrum Sharing with Non-Cooperative Incumbent Users“,
    IEEE International Conference on Communications (IEEE ICC'20, CRAN Symposium), Dublin, Ireland, June 6-11, 2020.
    Cite
    @inproceedings{salama2020privacyutility,
      title={Privacy-Utility Tradeoff in Dynamic Spectrum Sharing with Non-Cooperative Incumbent Users},
      author={Salama, Ahmed and Li, Ming and Lazos, Loukas and Xiao, Yong and Krunz, Marwan},
      booktitle={IEEE International Conference on Communications (ICC), CRAN Symposium},
      year={2020}
    }
  38. Yanjun Pan, Yao Zheng and Ming Li,
    "ROBin: Known-Plaintext Attack Resistant Orthogonal Blinding via Channel Randomization",
    IEEE INFOCOM 2020, Apr. 2020, Beijing, China (Acceptance rate: 19.8%)
    Cite
    @inproceedings{pan2020robin,
      title={ROBin: Known-plaintext attack resistant orthogonal blinding via channel randomization},
      author={Pan, Yanjun and Zheng, Yao and Li, Ming},
      booktitle={IEEE INFOCOM 2020-IEEE Conference on Computer Communications},
      pages={1927--1936},
      year={2020},
      organization={IEEE}
    }
  39. Xiaolan Gu, Ming Li, Yueqiang Cheng, Li Xiong and Yang Cao,
    "PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility",
    2020 USENIX Security Symposium (USENIX Security), Aug. 2020, Boston, MA.
    Cite
    @inproceedings{gu2020pckv,
      title={$\{$PCKV$\}$: Locally differentially private correlated $\{$Key-Value$\}$ data collection with optimized utility},
      author={Gu, Xiaolan and Li, Ming and Cheng, Yueqiang and Xiong, Li and Cao, Yang},
      booktitle={29th USENIX security symposium (USENIX security 20)},
      pages={967--984},
      year={2020}
    }
  40. Mahsa Foruhandeh*, Yanmao Man*, Ryan Gerdes, Ming Li, Thidapat Chantem, (*: co-first authors)
    "SIMPLE: Single-Frame based Physical Layer Identification for Intrusion Detection and Prevention on In-Vehicle Networks",
    The 2019 Annual Computer Security Applications Conference (ACSAC 2019), San Juan, Pueto Rico, Dec. 9-13, 2019 (22.6% acceptance rate) [Dataset].
    Cite
    @inproceedings{foruhandeh2019simple,
      title={SIMPLE: Single-frame based physical layer identification for intrusion detection and prevention on in-vehicle networks},
      author={Foruhandeh, Mahsa and Man, Yanmao and Gerdes, Ryan and Li, Ming and Chantem, Thidapat},
      booktitle={Proceedings of the 35th annual computer security applications conference},
      pages={229--244},
      year={2019}
    }
  41. Zhiwu Guo, Ming Li and Yong Xiao,
    "Enhancing LAA/WiFi Coexistence via Concurrent Transmissions and Interference Cancellation",
    The IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN 2019), Newark, NJ, November 11-14, 2019.
    Cite
    @inproceedings{guo2019enhancing,
      title={Enhancing LAA/Wi-Fi coexistence via concurrent transmissions and interference cancellation},
      author={Guo, Zhiwu and Li, Ming and Xiao, Yong},
      booktitle={2019 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)},
      pages={1--10},
      year={2019},
      organization={IEEE}
    }
  42. Mohamed Seif, Ravi Tandon and Ming Li,
    "Context Aware Laplacian Mechanism for Local Information Privacy",
    The IEEE Information Theory Workshop (ITW), Visby, Gotland, Sweden, Aug. 25-28, 2019.
    Cite
    @inproceedings{seif2019context,
      title={Context aware Laplacian mechanism for local information privacy},
      author={Seif, Mohamed and Tandon, Ravi and Li, Ming},
      booktitle={2019 IEEE Information Theory Workshop (ITW)},
      pages={1--5},
      year={2019},
      organization={IEEE}
    }
  43. Yanmao Man, Ming Li and Ryan Gerdes,
    " Perceived Adversarial Examples",
    Poster, The 40th IEEE Symposium on Security & Privacy (Oakland), San Francisco, CA, May 20-22, 2019.
    Cite
    @inproceedings{man2019poster,
      title={Poster: Perceived adversarial examples},
      author={Man, Yanmao and Li, Ming and Gerdes, Ryan},
      booktitle={IEEE symposium on security and privacy},
      number={2019},
      year={2019}
    }
  44. Seth Andrews, Ryan Gerdes and Ming Li,
    "Crowdsourced measurements for device fingerprinting",
    The 12th ACM Conference on Security and Privacy in Wireless and Mobile Networks (ACM WiSec '19), Miami, FL, May 15-17, 2019 (Full paper acceptance rate: 25.6%)
    Cite
    @inproceedings{andrews2019crowdsourced,
      title={Crowdsourced measurements for device fingerprinting},
      author={Andrews, Seth and Gerdes, Ryan M and Li, Ming},
      booktitle={Proceedings of the 12th Conference on Security and Privacy in Wireless and Mobile Networks},
      pages={72--82},
      year={2019}
    }
  45. Xiaolan Gu, Ming Li, Yang Cao and Li Xiong,
    "Supporting both Range Queries and Frequency Estimation with Local Differential Privacy",
    the 7th IEEE Conference on Communications and Network Security (IEEE CNS 2019), Washington, D.C., 10-12 June 2019 (Acceptance rate: 28%)
    Cite
    @inproceedings{gu2019supporting,
      title={Supporting both range queries and frequency estimation with local differential privacy},
      author={Gu, Xiaolan and Li, Ming and Cao, Yang and Xiong, Li},
      booktitle={2019 IEEE Conference on Communications and Network Security (CNS)},
      pages={124--132},
      year={2019},
      organization={IEEE}
    }
  46. Tianchi Zhao, Ming Li and Matthias Poloczek,
    "Fast Reconfigurable Antenna State Selection with Hierarchical Thompson Sampling,"
    2019 IEEE International Conference on Communications (IEEE ICC), Wireless Communications Symposium, Shanghai, China, May 2019.
    Cite
    @inproceedings{zhao2019fast,
      title={Fast reconfigurable antenna state selection with hierarchical Thompson sampling},
      author={Zhao, Tianchi and Li, Ming and Poloczek, Matthias},
      booktitle={ICC 2019-2019 IEEE International Conference on Communications (ICC)},
      pages={1--6},
      year={2019},
      organization={IEEE}
    }
  47. Bo Jiang, Ming Li and Ravi Tandon,
    "Local Information Privacy with Bounded Prior",
    2019 IEEE International Conference on Communications (IEEE ICC), Communication and Information Systems Security Symposium, Shanghai, China, May 2019.
    Cite
    @inproceedings{jiang2019local,
      title={Local information privacy with bounded prior},
      author={Jiang, Bo and Li, Ming and Tandon, Ravi},
      booktitle={ICC 2019-2019 IEEE International Conference on Communications (ICC)},
      pages={1--7},
      year={2019},
      organization={IEEE}
    }
  48. Tianchi Zhao, Ming Li and Greg Ditzler,
    "Online Reconfigurable Antenna State Selection based on Thompson Sampling",
    2019 International Conference on Computing, Networking and Communications (ICNC 2019), Wireless Communications Symposium, Honolulu, Hawaii, February 18-21, 2019.
    Cite
    @inproceedings{zhao2019online,
      title={Online reconfigurable antenna state selection based on Thompson sampling},
      author={Zhao, Tianchi and Li, Ming and Ditzler, Gregory},
      booktitle={2019 International Conference on Computing, Networking and Communications (ICNC)},
      pages={888--893},
      year={2019},
      organization={IEEE}
    }
  49. Ahmed Salama, Ming Li, Loukas Lazos, Yong Xiao, and Marwan Krunz,
    "On the Privacy and Utility Tradeoff in Database-Assisted Dynamic Spectrum Access" (Full paper),
    The IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN 2018), Seoul, South Korea, Oct. 22-25, 2018
    Cite
    @inproceedings{salama2018privacy,
      title={On the privacy and utility tradeoff in database-assisted dynamic spectrum access},
      author={Salama, Ahmed M and Li, Ming and Lazos, Loukas and Xiao, Yong and Krunz, Marwan},
      booktitle={2018 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)},
      pages={1--10},
      year={2018},
      organization={IEEE}
    }
  50. Islam Samy, Loukas Lazos, Yong Xiao, Ming Li and Marwan Krunz,
    "LTE Misbehavior Detection in Wi-Fi/LTE Coexistence Under the LAA-LTE Standard",
    11th ACM Conference on Security and Privacy in Wireless and Mobile Networks (ACM WiSec 2018), Stockholm, Sweden, Jun. 18-20, 2018 (Full Paper Acceptance rate: 25.6%)
    Cite
    @inproceedings{samy2018lte,
      title={LTE misbehavior detection in Wi-Fi/LTE coexistence under the LAA-LTE standard},
      author={Samy, Islam and Lazos, Loukas and Xiao, Yong and Li, Ming and Krunz, Marwan},
      booktitle={Proceedings of the 11th ACM Conference on Security \& Privacy in Wireless and Mobile Networks},
      pages={87--98},
      year={2018}
    }
  51. Mohamed Seif, Ravi Tandon and Ming Li,
    On the Secure Degrees of Freedom of the K-user Interference Channel with Delayed CSIT”,
    2018 IEEE International Symposium on Information Theory (IEEE ISIT), Vail, CO, Jun. 2018.
    Cite
    @article{tandon2018secure,
      title={On the Secure Degrees of Freedom of the K-user Interference Channel with Delayed CSIT},
      author={Tandon, Mohamed Seif Ravi and Li, Ming},
      journal={arXiv preprint arXiv:1801.03494},
      year={2018}
    }
  52. Yanjun Pan, Ming Li, Neng Fan, and Yantian Hou,
    "On the Throughput Limit of Multi-Hop Wireless Networks with Reconfigurable Antennas",
    the 15th Annual IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON 2018), Jun. 2018, Hong Kong, China (Acceptance rate: 23.2%)
    Cite
    @inproceedings{pan2018throughput,
      title={On the throughput limit of multi-hop wireless networks with reconfigurable antennas},
      author={Pan, Yanjun and Li, Ming and Fan, Neng and Hou, Yantian},
      booktitle={2018 15th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)},
      pages={1--9},
      year={2018},
      organization={IEEE}
    }
  53. Boris Aronov, Alon Efrat, Ming Li, Jie Gao, Joseph S. B. Mitchell, Valentin Polishchuk, Boyang Wang, Hanyu Quan, Jiaxin Ding,
    "Are Friends of My Friends Too Social? Limitations of Location Privacy in a Socially-Connected World",
    The Nineteenth International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2018), Los Angeles, CA, Jun. 2018 (Acceptance rate: 16.9%)
    Cite
    @inproceedings{aronov2018friends,
      title={Are friends of my friends too social? limitations of location privacy in a socially-connected world},
      author={Aronov, Boris and Efrat, Alon and Li, Ming and Gao, Jie and Mitchell, Joseph SB and Polishchuk, Valentin and Wang, Boyang and Quan, Hanyu and Ding, Jiaxin},
      booktitle={Proceedings of the Eighteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing},
      pages={280--289},
      year={2018}
    }
  54. Nirnimesh Ghose, Loukas Lazos and Ming Li,
    "Secure Device Bootstrapping without Secrets Resistant to Signal Manipulation Attacks",
    The 39th IEEE Symposium on Security & Privacy (Oakland) (IEEE S & P 2018), San Francisco, CA, May 21-23, 2018. (Acceptance rate: 11.48%)
    Cite
    @inproceedings{ghose2018secure,
      title={Secure device bootstrapping without secrets resistant to signal manipulation attacks},
      author={Ghose, Nirnimesh and Lazos, Loukas and Li, Ming},
      booktitle={2018 IEEE symposium on security and privacy (SP)},
      pages={819--835},
      year={2018},
      organization={IEEE}
    }
  55. Bo Jiang, Ming Li and Ravi Tandon,
    "Context-Aware Data Aggregation with Localized Information Privacy",
    the 6th IEEE Conference on Communications and Network Security (IEEE CNS 2018), Beijing, China, May 2018. (Acceptance rate: 28%)
    Cite
    @inproceedings{jiang2018context,
      title={Context-aware data aggregation with localized information privacy},
      author={Jiang, Bo and Li, Ming and Tandon, Ravi},
      booktitle={2018 IEEE Conference on Communications and Network Security (CNS)},
      pages={1--9},
      year={2018},
      organization={IEEE}
    }
  56. Mingshun Sun, Ming Li and Ryan Gerdes,
    "Truth-aware Optimal Decision-making Framework with Driver Preferences for V2V Communications",
    the 6th IEEE Conference on Communications and Network Security (IEEE CNS 2018), Beijing, China, May 2018. (Acceptance rate: 28%)
    Cite
    @inproceedings{sun2018truth,
      title={Truth-aware optimal decision-making framework with driver preferences for v2v communications},
      author={Sun, Mingshun and Li, Ming and Gerdes, Ryan},
      booktitle={2018 IEEE Conference on Communications and Network Security (CNS)},
      pages={1--9},
      year={2018},
      organization={IEEE}
    }
  57. Xu Chu, Na Ruan, Ming Li and Weijia Jia,
    "Pseudonym Inference in Cooperative Vehicular Traffic Scenarios",
    the 6th IEEE Conference on Communications and Network Security (IEEE CNS 2018), Beijing, China, May 2018. (Acceptance rate: 28%)
    Cite
    @inproceedings{chu2018pseudonym,
      title={Pseudonym Inference in Cooperative Vehicular Traffic Scenarios},
      author={Chu, Xu and Ruan, Na and Li, Ming and Jia, Weijia},
      booktitle={2018 IEEE Conference on Communications and Network Security (CNS)},
      pages={1--9},
      year={2018},
      organization={IEEE}
    }
  58. Mohamed Seif, Ravi Tandon and Ming Li,
    "On the Secure Degrees of Freedom of 2 × 2 × 2 Multi-Hop Network with Untrusted Relays,"
    IEEE International Conference on Communications (ICC 2018, Communication Theory Symposium), Kansas City, KS, May 21-23, 2018.
    Cite
    @inproceedings{seif2018secure,
      title={On the Secure Degrees of Freedom of 2 x 2 x 2 Multi-Hop Network with Untrusted Relays},
      author={Seif, Mohamed and Tandon, Ravi and Li, Ming},
      booktitle={2018 IEEE International Conference on Communications (ICC)},
      pages={1--7},
      year={2018},
      organization={IEEE}
    }
  59. Nirnimesh Ghose, Loukas Lazos and Ming Li,
    "SFIRE: Secret-Free In-band Trust Establishment for COTS Wireless Devices",
    The 37th IEEE International Conference on Computer Communication (IEEE INFOCOM 2018), April 15-19, 2018, Honolulu, HI (Acceptance rate: 19.2%)
    Cite
    @inproceedings{ghose2018sfire,
      title={SFIRE: Secret-free-in-band trust establishment for COTS wireless devices},
      author={Ghose, Nirnimesh and Lazos, Loukas and Li, Ming},
      booktitle={IEEE INFOCOM 2018-IEEE Conference on Computer Communications},
      pages={1529--1537},
      year={2018},
      organization={IEEE}
    }
  60. Iraklis Leontiadis and Ming Li, ”Storage Efficient Substring Searchable Symmetric Encryption“, ACM ASIACCS-SCC Workshop, Incheon, South Korea, Jun. 2018.
    Cite
    @inproceedings{leontiadis2018storage,
      title={Storage efficient substring searchable symmetric encryption},
      author={Leontiadis, Iraklis and Li, Ming},
      booktitle={Proceedings of the 6th International Workshop on Security in Cloud Computing},
      pages={3--13},
      year={2018}
    }
  61. Ahmed M. Salama, Ming Li, Dejun Yang,
    "Optimal Crowdsourced Channel Monitoring in Cognitive Radio Networks",
    2017 IEEE Global Communications Conference (Globecom 2017), Cognitive Radio and Networks Symposium, Singapore, Dec. 4-8, 2017.
    Cite
    @inproceedings{salama2017optimal,
      title={Optimal Crowdsourced Channel Monitoring in Cognitive Radio Networks},
      author={Salama, Ahmed and Li, Ming and Yang, Dejun},
      booktitle={IEEE Global Communications Conference (Globecom 2017)},
      pages={1--6},
      year={2017}
    }
  62. Mingshun Sun, Ming Li and Ryan Gerdes,
    A Data Trust Framework for VANETs Enabling False Data Detection and Secure Vehicle Tracking”,
    the 5th IEEE Conference on Communications and Network Security (IEEE CNS 2017), Las Vegas, NV, Oct. 2017. (Acceptance rate: 30%)
    Cite
    @inproceedings{sun2017data,
      title={A Data Trust Framework for VANETs Enabling False Data Detection and Secure Vehicle Tracking},
      author={Sun, Mingshun and Li, Ming and Gerdes, Ryan},
      booktitle={the 5th IEEE Conference on Communications and Network Security (IEEE CNS 2017)},
      pages={1--9},
      year={2017}
    }
  63. Seth Andrews, Ryan Gerdes and Ming Li,
    Towards Physical Layer Identification of Cognitive Radio Devices”,
    the 5th IEEE Conference on Communications and Network Security (IEEE CNS 2017), Las Vegas, NV, Oct. 2017. (Acceptance rate: 30%)
    Cite
    @inproceedings{andrews2017towards,
      title={Towards Physical Layer Identification of Cognitive Radio Devices},
      author={Andrews, Seth and Gerdes, Ryan and Li, Ming},
      booktitle={the 5th IEEE Conference on Communications and Network Security (IEEE CNS 2017)},
      pages={1--9},
      year={2017}
    }
  64. Nirnimesh Ghose, Loukas Lazos and Ming Li,
    "HELP: Helper-Enabled In-Band Device Pairing Resistant Against Signal Cancellation'',
    26th USENIX Security Symposium (USENIX Security '17), Vancouver, BC, Canada, Aug. 16-18, 2017, pp. 1-18. (Acceptance rate: 16.1%)
    Cite
    @inproceedings{ghose2017help,
      title={HELP: Helper-Enabled In-Band Device Pairing Resistant Against Signal Cancellation},
      author={Ghose, Nirnimesh and Lazos, Loukas and Li, Ming},
      booktitle={USENIX Security Symposium},
      pages={1--18},
      year={2017}
    }
  65. Michael Solomon, Vaidy Sunderam, Li Xiong and Ming Li,
    "Mutually private location proximity detection with access control",
    31st Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy (DBSec 2017), Philadelphia, PA, USA - July 17-19, 2017.
    Cite
    @inproceedings{solomon2017mutually,
      title={Mutually private location proximity detection with access control},
      author={Solomon, Michael G and Sunderam, Vaidy and Xiong, Li and Li, Ming},
      booktitle={IFIP Annual Conference on Data and Applications Security and Privacy},
      pages={164--184},
      year={2017},
      organization={Springer International Publishing Cham}
    }
  66. Daniel D. Dunn, Samuel A. Mitchell, Imran Sajjad, Ryan M. Gerdes, Rajnikant Sharma, and Ming Li,
    "Attacker-Induced Traffic Flow Instability in a Stream of Semi-Automated Vehicles",
    the 47th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2017), Denver, CO, Jun. 26-29, 2017. (Acceptance rate: 22%)
    Cite
    @inproceedings{dunn2017regular,
      title={Regular: Attacker-induced traffic flow instability in a stream of semi-automated vehicles},
      author={Dunn, Daniel D and Mitchell, Samuel A and Sajjad, Imran and Gerdes, Ryan M and Sharma, Rajnikant and Li, Ming},
      booktitle={2017 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)},
      pages={499--510},
      year={2017},
      organization={IEEE}
    }
  67. Yantian Hou, Ming Li and Kai Zeng,
    Throughput Optimization in Multi-hop Wireless Networks with Reconfigurable Antennas",
    International Conference on Computing, Networking and Communications (ICNC), Silicon Valley, USA, January 26-29, 2017
    Cite
    @inproceedings{hou2017throughput,
      title={Throughput Optimization in Multi-hop Wireless Networks with Reconfigurable Antennas},
      author={Hou, Yantian and Li, Ming and Zeng, Kai},
      booktitle={2017 International Conference on Computing, Networking and Communications (ICNC)},
      pages={1--7},
      year={2017}
    }
  68. Yantian Hou, Ming Li and Dejun Yang,
    "Game Theoretical Analysis of Coexistence in MIMO-Empowered Cognitive Radio Networks",
    International Conference on Computing, Networking and Communications (ICNC), Silicon Valley, USA, January 26-29, 2017
    Cite
    @inproceedings{hou2017game,
      title={Game Theoretical Analysis of Coexistence in MIMO-Empowered Cognitive Radio Networks},
      author={Hou, Yantian and Li, Ming and Yang, Dejun},
      booktitle={2017 International Conference on Computing, Networking and Communications (ICNC)},
      pages={1--7},
      year={2017}
    }
  69. Ming Li, Dejun Yang, Jian Lin, Ming Li and Jian Tang,
    SpecWatch: Adversarial Spectrum Usage Monitoring in CRNs with Unknown Statistics”,
    The 35th IEEE International Conference on Computer Communication (INFOCOM’16), San Francisco, CA,  Apr. 2016. (Acceptance rate: 18.25%)
    Cite
    @inproceedings{li2016specwatch,
      title={Specwatch: Adversarial spectrum usage monitoring in crns with unknown statistics},
      author={Li, Ming and Yang, Dejun and Lin, Jian and Tang, Jian},
      booktitle={IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications},
      pages={1--9},
      year={2016},
      organization={IEEE}
    }
  70. Boyang Wang,  Yantian Hou and Ming Li,
    Practical and Secure Nearest Neighbor Search on Encrypted Large-Scale Data”,
    The 35th IEEE International Conference on Computer Communication (INFOCOM’16), San Francisco, CA,  Apr. 2016. (Acceptance rate: 18.25%)
    Cite
    @inproceedings{wang2016practical,
      title={Practical and secure nearest neighbor search on encrypted large-scale data},
      author={Wang, Boyang and Hou, Yantian and Li, Ming},
      booktitle={IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications},
      pages={1--9},
      year={2016},
      organization={IEEE}
    }
  71. Yantian Hou, Ming Li and Dejun Yang,
    A Game Theoretical Approach to Coexistence of Heterogeneous MIMO Wireless Networks with Interference Cancellation”,
    International Conference on Computing, Networking and Communication (ICNC), Feb. 15-18 2016, Kauai, HI.
    Cite
    @inproceedings{hou2016game,
      title={A game theoretical approach to coexistence of heterogeneous MIMO wireless networks with interference cancellation},
      author={Hou, Yantian and Li, Ming and Yang, Dejun},
      booktitle={2016 international conference on computing, networking and communications (ICNC)},
      pages={1--5},
      year={2016},
      organization={IEEE}
    }
  72. Michael Solomon, Vaidy Sunderam, Li Xiong and Ming Li, “Enabling Mutually Private Location Proximity Services in Smart Cities: A Comparative Assessment”, 2016 IEEE International Smart Cities Conference (ISC2), Trento, Italy, Sept. 12 – 15, 2016.
    Cite
    @inproceedings{solomon2016enabling,
      title={Enabling Mutually Private Location Proximity Services in Smart Cities: A Comparative Assessment},
      author={Solomon, Michael and Sunderam, Vaidy and Xiong, Li and Li, Ming},
      booktitle={IEEE International Smart Cities Conference (ISC2),},
      year={2016}
    }
  73. Cyrus Shahabi, Liyue Fan, Luciano Nocera, Li Xiong and Ming Li,
    Privacy-Preserving Inference of Social Relationships from Location Data: A Vision Paper”,
    ACM SIGSPATIAL GIS, Nov. 2015, Seattle, WA (CCC Blue Sky Ideas Award, 3 out of 20).
    Cite
    @inproceedings{shahabi2015privacy,
      title={Privacy-preserving inference of social relationships from location data: A vision paper},
      author={Shahabi, Cyrus and Fan, Liyue and Nocera, Luciano and Xiong, Li and Li, Ming},
      booktitle={Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems},
      pages={1--4},
      year={2015}
    }
  74. Boyang Wang, Ming Li, Haitao Wang, and Hui Li,
    Circular Range Search on Encrypted Spatial Data”,
    the 3rd IEEE Conference on Communications and Network Security (CNS’15), Florence, Italy, Sept. 2015.
    Cite
    @inproceedings{wang2015circular,
      title={Circular range search on encrypted spatial data},
      author={Wang, Boyang and Li, Ming and Wang, Haitao and Li, Hui},
      booktitle={2015 IEEE Conference on Communications and Network Security (CNS)},
      pages={182--190},
      year={2015},
      organization={IEEE}
    }
  75. Yantian Hou, Ming Li, Ruchir Chauhan, Ryan. M. Gerdes, and Kai Zeng,
    Message Integrity Protection over Wireless Channel by Countering Signal Cancellation: Theory and Practice”,
    the 10th ACM Symposium on Information, Computer and Communications Security (ASIACCS’15),Singapore, Apr. 2015.
    (Acceptance ratio: 48/269=17.8%).
    Cite
    @inproceedings{hou2015message,
      title={Message integrity protection over wireless channel by countering signal cancellation: Theory and practice},
      author={Hou, Yantian and Li, Ming and Chauhan, Ruchir and Gerdes, Ryan M and Zeng, Kai},
      booktitle={Proceedings of the 10th ACM Symposium on Information, Computer and Communications Security},
      pages={261--272},
      year={2015}
    }
  76. Boyang Wang, Yantian Hou, Ming Li, Haitao Wang, Hui Li and Fenghua Li,
    “Tree-based Multi-Dimensional Range Search on Encrypted Data with Enhanced Privacy”,
    The 10th International Conference on Security and Privacy in Communication Networks (SecureComm’14), September 24–26, 2014, Beijing, China.
    Cite
    @inproceedings{wang2014tree,
      title={Tree-based Multi-Dimensional Range Search on Encrypted Data with Enhanced Privacy},
      author={Wang, Boyang and Hou, Yantian and Li, Ming and Wang, Haitao and Li, Hui and Li, Fenghua},
      booktitle={The 10th International Conference on Security and Privacy in Communication Networks (SecureComm'14)},
      year={2014}
    }
  77. Baswati Deka, Ryan. M. Gerdes, Ming Li and Kevin Heaslip,
    “Friendly Jamming for Secure Localization in Vehicular Transportation” (short paper),
    The 10th International Conference on Security and Privacy in Communication Networks (SecureComm’14), September 24–26, 2014, Beijing, China.
    Cite
    @inproceedings{deka2014friendly,
      title={Friendly Jamming for Secure Localization in Vehicular Transportation},
      author={Deka, Baswati and Gerdes, Ryan. M. and Li, Ming and Heaslip, Kevin},
      booktitle={The 10th International Conference on Security and Privacy in Communication Networks (SecureComm'14)},
      year={2014}
    }
  78. Boyang Wang, Ming Li, Sherman S. M. Chow, and Hui Li,
    “A Tale of Two Clouds: Computing on Data Encrypted under Multiple Keys”,
    the 2nd IEEE Conference on Communications and Network Security (CNS’14), San Francisco, CA, Oct. 29-31, 2014.
    Cite
    @inproceedings{wang2014tale,
      title={A tale of two clouds: Computing on data encrypted under multiple keys},
      author={Wang, Boyang and Li, Ming and Chow, Sherman SM and Li, Hui},
      booktitle={2014 IEEE Conference on Communications and Network Security},
      pages={337--345},
      year={2014},
      organization={IEEE}
    }
  79. Boyang Wang, Yantian Hou, Ming Li, Haitao Wang and Hui Li,
    Maple: Scalable Multi-Dimensional Range Search over Encrypted Cloud Data with Tree-based Index”,
    the 9th ACM Symposium on Information, Computer and Communications Security (ASIACCS’14), Kyoto, Japan, Jun 4-6, 2014
    (Acceptance ratio: 52/260=20%).
    Cite
    @inproceedings{wang2014maple,
      title={Maple: Scalable multi-dimensional range search over encrypted cloud data with tree-based index},
      author={Wang, Boyang and Hou, Yantian and Li, Ming and Wang, Haitao and Li, Hui},
      booktitle={Proceedings of the 9th ACM symposium on Information, computer and communications security},
      pages={111--122},
      year={2014}
    }
  80. Yantian Hou, Ming Li, Xu Yuan, Y. Thomas Hou, and Wenjing Lou,
    Cooperative Cross-Technology Interference Mitigation for Heterogeneous Multi-hop Networks”,
    The 33nd IEEE International Conference on Computer Communication (INFOCOM’14), Toronto, ON, Canada, Apr. 27 – May 2, 2014 (Acceptance ratio: 320/1645=19.4%).
    Cite
    @inproceedings{hou2014cooperative,
      title={Cooperative cross-technology interference mitigation for heterogeneous multi-hop networks},
      author={Hou, Yantian and Li, Ming and Yuan, Xu and Hou, Y Thomas and Lou, Wenjing},
      booktitle={IEEE INFOCOM 2014-IEEE Conference on Computer Communications},
      pages={880--888},
      year={2014},
      organization={IEEE}
    }
  81. Qiben Yan, Huacheng Zeng, Tingting Jiang, Ming Li, Wenjing Lou, and Y. Thomas Hou,
    MIMO-based Jamming Resilient Communication in Wireless Networks”,
    The 33nd IEEE International Conference on Computer Communication (INFOCOM’14), Toronto, ON, Canada, Apr. 27 – May 2, 2014 (Acceptance ratio: 320/1645=19.4%).
    Cite
    @inproceedings{yan2013mimo,
      title={MIMO-based Jamming Resilient Communication in Wireless Networks},
      author={Yan, Qiben and Zeng, Huacheng and Jiang, Tingting and Li, Ming and Lou, Wenjing and Hou, Y. Thomas},
      booktitle={The 33nd IEEE International Conference on Computer Communication (INFOCOM 2014)},
      pages={1--9},
      year={2013}
    }
  82. Yantian Hou, Ming Li and Shucheng Yu,
    Surviving the RF Smog: Making Body Area Networks Robust to Cross-Technology Interference”,
    10th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON’13), New Orleans, Jun. 24-27, 2013.
    Cite
    @inproceedings{hou2013surviving,
      title={Surviving the RF smog: Making body area networks robust to cross-technology interference},
      author={Hou, Yantian and Li, Ming and Yu, Shucheng},
      booktitle={2013 IEEE International Conference on Sensing, Communications and Networking (SECON)},
      pages={353--361},
      year={2013},
      organization={IEEE}
    }
  83. Boyang Wang, Sherman S.M. Chow, Ming Li and Hui Li,
    Storing Shared Data on the Cloud via Security-Mediator”,
    The 33rd International Conference on Distributed Computing Systems (ICDCS ’13), Philadelphia, PA, Jul. 8-11, 2013.
    (Acceptance ratio: 61/464=13%)
    Cite
    @inproceedings{wang2013storing,
      title={Storing shared data on the cloud via security-mediator},
      author={Wang, Boyang and Chow, Sherman SM and Li, Ming and Li, Hui},
      booktitle={2013 IEEE 33rd International Conference on Distributed Computing Systems},
      pages={124--133},
      year={2013},
      organization={IEEE}
    }
  84. Wenhai Sun, Bin Wang, Ning Cao, Ming Li, Wenjing Lou, Y. Thomas Hou and Hui Li,
    “Privacy-Preserving Multi-keyword Text Search in the Cloud Supporting Similarity-based Ranking”,
    the 8th ACM Symposium on Information, Computer and Communications Security (ASIACCS’13), Hangzhou, China, May 7-10, 2013.
    (Full-paper acceptance ratio: 35/216=16.2%, Distinguished Paper Award, 2 out of 216)
    Cite
    @inproceedings{sun2013privacy,
      title={Privacy-preserving multi-keyword text search in the cloud supporting similarity-based ranking},
      author={Sun, Wenhai and Wang, Bing and Cao, Ning and Li, Ming and Lou, Wenjing and Hou, Y Thomas and Li, Hui},
      booktitle={Proceedings of the 8th ACM SIGSAC symposium on Information, computer and communications security},
      pages={71--82},
      year={2013}
    }
  85. Yantian Hou, Ming Li, and Joshua. D. Guttman,
    Chorus: Scalable In-band Trust Establishment for Multiple Constrained Devices over the Insecure Wireless Channel”,
    The sixth ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec’13), Budapest, Hungary, April 17-19, 2013. (Full-paper acceptance ratio: 11/74=15%)
    Cite
    @inproceedings{hou2013chorus,
      title={Chorus: Scalable in-band trust establishment for multiple constrained devices over the insecure wireless channel},
      author={Hou, Yantian and Li, Ming and Guttman, Joshua D},
      booktitle={Proceedings of the sixth ACM conference on Security and privacy in wireless and mobile networks},
      pages={167--178},
      year={2013}
    }
  86. Lu Shi, Jiawei Yuan, Shucheng Yu, and Ming Li,
    ASK-BAN: Authenticated Secret Key Extraction Utilizing Channel Characteristics for Body Area Networks“,
    the sixth ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec’13), Budapest, Hungary, April 17-19, 2013. (Full-paper acceptance ratio: 11/74=15%)
    Cite
    @inproceedings{shi2013ask,
      title={ASK-BAN: Authenticated secret key extraction utilizing channel characteristics for body area networks},
      author={Shi, Lu and Yuan, Jiawei and Yu, Shucheng and Li, Ming},
      booktitle={Proceedings of the sixth ACM conference on Security and privacy in wireless and mobile networks},
      pages={155--166},
      year={2013}
    }
  87. Qiben Yan, Ming Li, Feng Chen, Tingting Jiang, Wenjing Lou, Y. Thomas. Hou and Chang-Tien Lu,
    Non-parametric Passive Traffic Monitoring in Cognitive Radio Networks”,
    the 32nd IEEE International Conference on Computer Communication
    (INFOCOM’13), Turin, Italy, Apr. 2013
    (Acceptance ratio: 280/1613=17%).
    Cite
    @inproceedings{yan2013non,
      title={Non-parametric passive traffic monitoring in cognitive radio networks},
      author={Yan, Qiben and Li, Ming and Chen, Feng and Jiang, Tingting and Lou, Wenjing and Hou, Y Thomas and Lu, Chang-Tien},
      booktitle={2013 Proceedings IEEE INFOCOM},
      pages={1240--1248},
      year={2013},
      organization={IEEE}
    }
  88. Yao Zheng, Ming Li, Wenjing Lou and Y. Thomas Hou,
    “SHARP: Private Proximity Test and Secure Handshake with Cheat-Proof Location Tags”,
    the 17th European Symposium on Research in Computer Security
    (ESORICS’12), Pisa, Italy, Sept. 10-14, 2012.
    (Acceptance ratio: 50/248=20%)
    Cite
    @inproceedings{zheng2012sharp,
      title={Sharp: Private proximity test and secure handshake with cheat-proof location tags},
      author={Zheng, Yao and Li, Ming and Lou, Wenjing and Hou, Y Thomas},
      booktitle={European Symposium on Research in Computer Security},
      pages={361--378},
      year={2012},
      organization={Springer Berlin Heidelberg Berlin, Heidelberg}
    }
  89. Lu Shi, Ming Li, Shucheng Yu and Jiawei Yuan,
    BANA: Body Area Network Authentication Exploiting Channel Characteristics“,
    The Fifth ACM Conference on Security and Privacy in Wireless and Mobile Networks
    (WiSec’12), Tucson, AZ, Apr. 2012.
    (Acceptance ratio: 17/63=27%)
    Cite
    @inproceedings{shi2012bana,
      title={BANA: Body Area Network Authentication Exploiting Channel Characteristics},
      author={Shi, Lu and Li, Ming and Yu, Shucheng and Yuan, Jiawei},
      booktitle={The fifth ACM Conference on Security and Privacy in Wireless and Mobile Networks (ACM WiSec 2012)},
      pages={1--12},
      year={2012}
    }
  90. Qiben Yan, Ming Li, Tingting Jiang, Wenjing Lou and Y. Thomas Hou,
    “Vulnerability and Protection for Distributed Consensus-based Spectrum Sensing in Cognitive Radio Networks,”
    the 31st IEEE International Conference on Computer Communication
    (INFOCOM’12), Orlando, FL, Mar. 2012.
    (Acceptance ratio: 278/1547=18%)
    Cite
    @inproceedings{yan2012vulnerability,
      title={Vulnerability and protection for distributed consensus-based spectrum sensing in cognitive radio networks},
      author={Yan, Qiben and Li, Ming and Jiang, Tingting and Lou, Wenjing and Hou, Y Thomas},
      booktitle={2012 Proceedings IEEE INFOCOM},
      pages={900--908},
      year={2012},
      organization={IEEE}
    }
  91. Ming Li, Shucheng Yu, Ning Cao and Wenjing Lou,
    Authorized Private Keyword Search over Encrypted Data in Cloud Computing,”
    the 31st International Conference on Distributed Computing Systems (ICDCS’11), Minneapolis, MN, Jun. 21-24, 2011.
    (Acceptance ratio: 15%) (#1 top accessed ICDCS’11 article in IEEE Xplore as of January, Feburary, and March 2012)
    Cite
    @inproceedings{li2011authorized,
      title={Authorized private keyword search over encrypted data in cloud computing},
      author={Li, Ming and Yu, Shucheng and Cao, Ning and Lou, Wenjing},
      booktitle={Distributed Computing Systems (ICDCS), 2011 31st International Conference on},
      pages={383--392},
      year={2011},
      organization={IEEE}
    }
  92. Ning Zhang, Ming Li and Wenjing Lou,
    “Distributed Data Mining with Differential Privacy,”
    IEEE International Conference on Communications (ICC’11) (Communication and Information System Security Symposium), Kyoto, Japan, Jun. 2011.
    Cite
    @inproceedings{zhang2011distributed,
      title={Distributed data mining with differential privacy},
      author={Zhang, Ning and Li, Ming and Lou, Wenjing},
      booktitle={2011 IEEE international conference on Communications (ICC)},
      pages={1--5},
      year={2011},
      organization={IEEE}
    }
  93. Ming Li, Ning Cao, Shucheng Yu and Wenjing Lou,
    FindU: Privacy-Preserving Personal Profile Matching in Mobile Social Networks,”
    The 30th IEEE International Conference on Computer Communications
    (INFOCOM’11), Shanghai, China, Apr. 2011.
    (Acceptance ratio: 291/1823 = 16%)
    Cite
    @inproceedings{li2011findu,
      title={Findu: Privacy-preserving personal profile matching in mobile social networks},
      author={Li, Ming and Cao, Ning and Yu, Shucheng and Lou, Wenjing},
      booktitle={2011 Proceedings IEEE INFOCOM},
      pages={2435--2443},
      year={2011},
      organization={IEEE}
    }
  94. Ning Cao, Cong Wang, Ming Li, Kui Ren and Wenjing Lou,
    “Privacy-Preserving Multi-keyword Ranked Search over Encrypted Cloud Data,”
    The 30th IEEE International Conference on Computer Communications (INFOCOM’11), Shanghai, China, Apr. 2011.
    (Acceptance ratio: 291/1823 = 16%)
    Cite
    @article{cao2013privacy,
      title={Privacy-preserving multi-keyword ranked search over encrypted cloud data},
      author={Cao, Ning and Wang, Cong and Li, Ming and Ren, Kui and Lou, Wenjing},
      journal={IEEE Transactions on parallel and distributed systems},
      volume={25},
      number={1},
      pages={222--233},
      year={2013},
      publisher={IEEE}
    }
  95. Ming Li, Shucheng Yu, Kui Ren and Wenjing Lou,
    Securing Personal Health Records in Cloud Computing: Patient-centric and Fine-grained Data Access Control in Multi-owner Settings“,
    The 6th International ICST Conference on Security and Privacy in Communication Networks
    (SecureComm’10), Singapore, Sept. 7-10. (Acceptance ratio: 28/112=25%)
    Cite
    @inproceedings{li2010securing,
      title={Securing personal health records in cloud computing: Patient-centric and fine-grained data access control in multi-owner settings},
      author={Li, Ming and Yu, Shucheng and Ren, Kui and Lou, Wenjing},
      booktitle={International conference on security and privacy in communication systems},
      pages={89--106},
      year={2010},
      organization={Springer Berlin Heidelberg Berlin, Heidelberg}
    }
  96. Ming Li, Shucheng Yu, Wenjing Lou and Kui Ren,
    Group Device Pairing based Secure Sensor Association and Key Management for Body Area Networks,”
    The 29th IEEE International Conference on Computer Communications
    (INFOCOM’10), San Diego, CA., Mar. 15-19, 2010.
    (Acceptance ratio: 276/1575=17.5%) [Video demonstration]
    Cite
    @inproceedings{li2010group,
      title={Group device pairing based secure sensor association and key management for body area networks},
      author={Li, Ming and Yu, Shucheng and Lou, Wenjing and Ren, Kui},
      booktitle={2010 Proceedings IEEE INFOCOM},
      pages={1--9},
      year={2010},
      organization={IEEE}
    }
  97. Zhenyu Yang, Ming Li and Wenjing Lou,
    “CodePlay: Live Multimedia Streaming in VANETs using Symbol-Level Network Coding,”
    The 18th IEEE International Conference on Network Protocols
    (ICNP’10), Kyoto, Japan, Oct. 5-8, 2010.
    (Acceptance ratio: 31/170 =18%).
    Cite
    @inproceedings{yang2010codeplay,
      title={Codeplay: Live multimedia streaming in vanets using symbol-level network coding},
      author={Yang, Zhenyu and Li, Ming and Lou, Wenjing},
      booktitle={The 18th IEEE International Conference on Network Protocols},
      pages={223--232},
      year={2010},
      organization={IEEE}
    }
  98. Ming Li, Wenjing Lou and Kai Zeng,
    “OppCast: Opportunistic Broadcast of Warning Messages in VANETs with Unreliable Links,”
    The 6th IEEE International Conference on Mobile Ad-hoc and Sensor Systems
    (MASS’09), Macau SAR, China, Oct. 12-15, 2009. (Acceptance ratio: 62/245=25.3%)
    Cite
    @inproceedings{li2009oppcast,
      title={Oppcast: Opportunistic broadcast of warning messages in vanets with unreliable links},
      author={Li, Ming and Lou, Wenjing and Zeng, Kai},
      booktitle={2009 IEEE 6th International Conference on Mobile Adhoc and Sensor Systems},
      pages={534--543},
      year={2009},
      organization={IEEE}
    }
  99. Zhenyu Yang, Ming Li and Wenjing Lou, “A Network Coding Approach to Reliable Broadcast in Wireless Mesh Networks,” International Conference on Wireless Algorithms, Systems and Applications (WASA 2009), Boston, MA, Aug. 16-18, 2009.
    Cite
    @inproceedings{yang2009network,
      title={A network coding approach to reliable broadcast in wireless mesh networks},
      author={Yang, Zhenyu and Li, Ming and Lou, Wenjing},
      booktitle={International Conference on Wireless Algorithms, Systems, and Applications},
      pages={234--243},
      year={2009},
      organization={Springer Berlin Heidelberg Berlin, Heidelberg}
    }
  100. Ming Li and Wenjing Lou, “Opportunistic Broadcast of Emergency Messages in Vehicular Ad Hoc Networks with Unreliable Links,” (invited paper), ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine), Hong Kong, China, Jul. 28-31, 2008.
    Cite
    @inproceedings{li2008opportunistic,
      title={Opportunistic broadcast of emergency messages in vehicular ad hoc networks with unreliable links},
      author={Li, Ming and Lou, Wenjing},
      booktitle={Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness},
      pages={1--7},
      year={2008}
    }