All Stories

  1. MM4flow: A Pre-trained Multi-modal Model for Versatile Network Traffic Analysis

    Article • November 2025, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  2. RingSG: Optimal Secure Vertex-Centric Computation for Collaborative Graph Processing

    Article • November 2025, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  3. Training Robust Classifiers for Classifying Encrypted Traffic under Dynamic Network Conditions

    Article • November 2025, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  4. Pegasus: A Universal Framework for Scalable Deep Learning Inference on the Dataplane

    Article • August 2025, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  5. Towards Fine-Grained Webpage Fingerprinting at Scale

    Article • December 2024, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  6. CoGNN: Towards Secure and Efficient Collaborative Graph Learning

    Article • December 2024, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  7. martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture

    Article • November 2023, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  8. Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains

    Article • November 2023, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  9. iSyn: Semi-automated Smart Contract Synthesis from Legal Financial Agreements

    Article • July 2023, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  10. Provenance of Training without Training Data: Towards Privacy-Preserving DNN Model Ownership Verification

    Article • April 2023, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  11. DIP: unifying network layer innovations using shared L3 core functions

    Article • November 2022, ACM (Association for Computing Machinery)

    Ziqiang Wang, Professor Zhuotao Liu

  12. Unsupervised Contextual Anomaly Detection for Database Systems

    Article • June 2022, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  13. On Detecting Growing-Up Behaviors of Malicious Accounts in Privacy-Centric Mobile Social Networks

    Article • December 2021, ACM (Association for Computing Machinery)

    Binghui Wang, Professor Zhuotao Liu

  14. A Hard Label Black-box Adversarial Attack Against Graph Neural Networks

    Article • November 2021, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu, Binghui Wang

  15. Privilege-Escalation Vulnerability Discovery for Large-scale RPC Services

    Article • May 2021, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu

  16. DeepIntent

    Article • November 2019, ACM (Association for Computing Machinery)

    Xusheng Xiao, Professor Zhuotao Liu

  17. Blockchain Interoperability

    Article • November 2019, ACM (Association for Computing Machinery)

    Xusheng Xiao, Professor Zhuotao Liu

  18. Practical Proactive DDoS-Attack Mitigation via Endpoint-Driven In-Network Traffic Control

    Article • IEEE/ACM Transactions on Networking, August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Zhuotao Liu

  19. DDoS Attacks

    Article • October 2016, ACM (Association for Computing Machinery)

    Professor Zhuotao Liu