Wenhai Sun

I hold two Ph.D. degrees in computer science and cryptography. I study security and privacy issues in broad systems and applications, such as AI/ML, cloud, blockchain, and cyber-physical systems. I am particularly interested in AI for privacy and Trustworthy AI/ML. I am the recipient of the NSF CAREER Award and University Faculty Scholar.

  • Privacy
  • Trustworthy AI/ML
  • Cloud & Blockchain
  • Cyber-Physical Systems

Recent News

  • ServiceI joined the PC of NDSS 2027.
  • AppointmentI accepted a courtesy appointment at Purdue CS.
  • ServiceI was invited to serve on the TPC of USENIX Security 2027.
  • PublicationWe published a preprint about adversarial perturbation enabled backdoor attacks on differentially private federated learning at arXiv.
  • ServiceI was invited to serve on the TPC of IEEE S&P 2027 and IEEE INFOCOM 2027.
  • PublicationOne paper is accepted to IEEE ICRA 2026.
  • AwardI am selected as Purdue University Faculty Scholar.
  • ServiceI will be serving on the TPC of ACM CODASPY 2026.
  • ServiceI will be serving on the TPC of ACM CCS 2026.
  • PublicationOur paper about mitigating the data poisoning threat to LDP has been accepted by ACM CCS 2025! Xiaolin, congratulations on your very first paper!
  • ServiceI was invited to serve on the TPC for ESORICS 2025.
  • AppointmentI have been promoted to Associate Professor with tenure starting Fall 2025!
  • ServiceI was invited to serve on the TPC for IEEE S&P 2026.
  • AppointmentI was appointed as Associate Editor of IEEE Transactions on Information Forensics and Security.
  • AppointmentI was appointed as Associate Editor of IEEE Transactions on Dependable and Secure Computing.
  • PublicationOur paper about secure and fair exchange for decentralized IoT data market was accepted to IEEE IoT Journal.
  • PublicationOur paper about studying LDP robustness under the threat of external data manipulation was accepted to NDSS 2025!
  • ServiceI was invited to join the PC of ACM CODASPY 2025. Please consider submitting your work.
  • PublicationOur paper was accepted by IEEE Transactions on Service Computing!
  • PublicationOur paper was accepted by RAID 2024!
  • PublicationOur paper was accepted by IEEE Transactions on Dependable and Secure Computing!
  • AwardI received the Employee Recognition Award for Departmental Achievements.
  • PublicationOne paper was accepted by IEEE Transactions on Information Forensics and Security.
  • AwardI was invited to join the dinner with President Chiang for prestigious external award recipients.
  • TalkI was invited to give a talk in CERIAS Security Symposium 2024.
  • PublicationOur work on low-latency random number provider for BFT smart contracts has been accepted by DSN 2024. Congrats to Dr. Jinghui Liao!
  • AwardI received the departmental award for Outstanding Faculty in Discovery.

Honors and Awards

  • University Faculty Scholar
  • Employee Recognition Award for Departmental Achievements
  • Outstanding Faculty in Discovery
  • IEEE Senior Member
  • Distinguished Member of IJCAI Technical Program Committee
  • NSF CAREER Award
  • Distinguished Member of IEEE INFOCOM Technical Program Committee
  • Best-in-Session Presentation Award
  • Pratt Fellowship
  • Distinguished Paper Award in ACM ASIACCS

Selected Publications

Conference Journal Preprint Workshop
  • arXiv'26

    Your Privacy My Cloak: Backdoor Attacks on Differentially Private Federated Learning

    arXiv preprint, 2026.
    PAPER
  • ICRA'26

    Hyper-STTN: Hypergraph Augmented Spatial-Temporal Transformer Network for Trajectory Prediction

    The IEEE International Conference on Robotics and Automation (ICRA), 2026.
    PAPER
  • CCS'25

    Mitigating Data Poisoning Attacks to Local Differential Privacy

    The ACM Conference on Computer and Communications Security, 2025.
    PAPER CODE
  • IoTJ'25

    DEXO: A Secure and Fair Exchange Mechanism for Decentralized IoT Data Markets

    IEEE Internet of Things Journal, 2025.
    PAPER
  • NDSS'25

    On the Robustness of LDP Protocols for Numerical Attributes under Data Poisoning Attacks

    The Network and Distributed System Security Symposium, 2025.
    PAPER
  • TSC'24

    Confidential Distributed Ledgers for Online Syndicated Lending

    IEEE Transactions on Service Computing, 2024.
    PAPER
  • RAID'24

    A Second Look at the Portability of Deep Learning Side-Channel Attacks over EM Traces

    The 27th International Symposium on Research in Attacks, Intrusions and Defenses, 2024.
    PAPER CODE
  • TDSC'24

    Manipulated Transaction Collision Attack on Execute-Order-Validate Blockchain

    IEEE Transactions on Dependable and Secure Computing, 2024.
    PAPER
  • TIFS'24

    PrivGrid: Privacy-Preserving Individual Load Forecasting Service for Smart Grid

    IEEE Transactions on Information Forensics and Security, 2024.
    PAPER
  • DSN'24

    BFTRAND: Low-latency Random Number Provider for BFT Smart Contracts

    The 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024.
    PAPER
  • NeurIPS'23

    RECESS Vaccine for Federated Learning: Proactive Defense Against Model Poisoning Attacks

    The 37th Conference on Neural Information Processing Systems, 2023.
    PAPER
  • NeurIPS'23

    StateMask: Explaining Deep Reinforcement Learning through State Mask

    The 37th Conference on Neural Information Processing Systems, 2023.
    PAPER CODE
  • Security'23

    Fine-grained Poisoning Attack to Local Differential Privacy Protocols for Mean and Variance Estimation

    USENIX Security 2023.
    PAPER
  • IoTJ'23

    Cross-Modality Continuous User Authentication and Device Pairing with Respiratory Patterns

    IEEE Internet of Things, 2023.
    PAPER
  • TDSC'22

    Protecting Regression Models with Personalized Local Differential Privacy

    IEEE Transactions on Dependable and Secure Computing, 2022.
    PAPER
  • AsiaCCS'22

    Speedster: An Efficient Multi-party State Channel via Enclaves

    The 17th ACM ASIA Conference on Computer and Communications Security, 2022.
    PAPER
  • FC'22

    Towards Overcoming the Undercutting Problem

    Financial Cryptography and Data Security, 2022.
    PAPER
  • CNS'22

    MultiEvasion: Evasion Attacks Against Multiple Malware Detectors

    IEEE Conference on Communications and Network Security, 2022.
    PAPER
  • IWQoS'22

    AdvTraffic: Obfuscating Encrypted Traffic with Adversarial Examples

    IEEE/ACM International Symposium on Quality of Service, 2022.
    PAPER
  • TDSC'21

    PrivFace: Fast Privacy-preserving Face Authentication with Revocable and Reusable Biometric Credentials

    IEEE Transactions on Dependable and Secure Computing, 2021.
    PAPER
  • TDSC'21

    Monitoring-Based Differential Privacy Mechanism Against Query Flooding-Based Model Extraction Attack

    IEEE Transactions on Dependable and Secure Computing, 2021.
    PAPER
  • WiSec'20

    Fingerprinting Encrypted Voice Traffic on Smart Speakers with Deep Learning

    ACM Conference on Security and Privacy in Wireless and Mobile Network, 2020.
    PAPER
  • CNS'19

    I Can Hear Your Alexa: Voice Command Fingerprinting on Smart Home Speakers

    IEEE Conference on Communications and Network Security, 2019.
    PAPER
  • TIFS'18

    Towards Efficient Fine-grained Access Control and Trustworthy Data Processing for Remote Monitoring Services in IoT

    IEEE Transactions on Information Forensics & Security, 2018.
    PAPER
  • CNS'18

    Tapping the Potential: Secure Chunk-based Deduplication of Encrypted Data for Cloud Backup

    IEEE Conference on Communications and Network Security, 2018.
    PAPER
  • CNS'18

    ROSTER: Radio Context Attestation in Cognitive Radio Network

    IEEE Conference on Communications and Network Security, 2018.
    PAPER
  • INFOCOM'18

    REARGUARD: Secure Keyword Search Using Trusted Hardware

    IEEE International Conference on Computer Communications, 2018. Best-in-Session Presentation Award
    PAPER
  • SECURECOMM'18

    Secure Remote Monitoring Framework Supporting Efficient Fine-grained Access Control and Data Processing in IoT

    The 14th International Conference on Security and Privacy in Communication Networks, 2018.
    PAPER
  • INFOCOM'17

    When Gene Meets Cloud: Enabling Scalable and Efficient Range Query on Encrypted Genomic Data

    IEEE International Conference on Computer Communications, 2017.
    PAPER
  • INFOCOM'17

    One-tag Checker: Message-locked Integrity Auditing on Encrypted Cloud Deduplication Storage

    IEEE International Conference on Computer Communications, 2017.
    PAPER
  • TSC'17

    Publicly Verifiable Inner Product Evaluation over Outsourced Data Streams under Multiple Keys

    IEEE Transactions on Service Computing, 2017.
    PAPER
  • TPDS'16

    Protecting Your Right: Verifiable Attribute-based Keyword Search with Fine-grained Owner-enforced Search Authorization in the Cloud

    IEEE Transactions on Parallel and Distributed Systems, 2016.
    PAPER
  • INFOCOM'15

    Catch You If You Lie To Me: Efficient Verifiable Conjunctive Keyword Search over Large Dynamic Encrypted Cloud Data

    IEEE International Conference on Computer Communications, 2015.
    PAPER
  • TPDS'14

    Verifiable Privacy-preserving Multi-keyword Text Search in the Cloud Supporting Similarity-based Ranking

    IEEE Transactions on Parallel and Distributed Systems, 2014.
    PAPER
  • INFOCOM'14

    Protecting Your Right: Attribute-based Keyword Search with Fine-grained Owner-enforced Search Authorization in the Cloud

    IEEE International Conference on Computer Communications, 2014.
    PAPER
  • AsiaCCS'13

    Privacy-preserving Multi-keyword Text Search in the Cloud Supporting Similarity-based Ranking

    The 8th ACM Symposium on Information, Computer and Communications Security, 2013. Distinguished Paper Award
    PAPER

Services

Technical Program Committees

  • NDSS
  • USENIX Security
  • ACM CCS
  • IEEE S&P
  • ESORICS
  • ACM CODASPY
  • IJCAI
  • IEEE INFOCOM
  • IEEE CNSArea Chair in 2023
  • IEEE MILCOM
  • ACM WiSec
  • SecureComm
  • IEEE Blockchain

Editorial Boards

  • IEEE Transactions on Information Forensics and SecurityAssociate Editor
  • IEEE Transactions on Dependable and Secure ComputingAssociate Editor
  • Journal of Surveillance, Security and SafetyAssociate Editor

NSF Panelists

  • PDaSP
  • STaC

Teaching

  • CNIT 37000 Introduction to Cryptography
  • CNIT 64000 Advanced Research Topics in Blockchain Technology
  • CNIT 47700 Introduction to Blockchain Technology

Students

Current students

  • Sampad SikderPhD student
  • Aanand BalasubramanianPhD student
  • Xiaolin LiPhD student
  • Dhairya DhuvadMS student
  • Li ZhuangDTech student
  • Alexander KentDTech student
  • Eric KruegerDTech student

Alumni

  • Muataz Awad (Microsoft)Doctor of Technology
  • Weizheng WangPhD student, Co-advised with Dr. Byung-Cheol Min
  • Zhen LiPhD
  • Xiaoguang LiVisiting PhD Student
  • Zelei ChengMS
  • Hengkai YeMS