[Homepage] - Publications at Top-tier Conferences and Journal articles

A complete list may be found at publications.
  1. [TIFS’24] Unstoppable Attack: Label-Only Model Inversion via Conditional Diffusion Model
    Rongke Liu, Dong Wang, Yizhi Ren, Kaitian Guo, Qianqian Qin, and Xiaolei Liu
    IEEE Transactions on Information Forensics and Security, 19 :3958–3973, 2024.
    [Link]
  2. [IEEE Network’24] An Adversarial Example Defense Algorithm for Intelligent Driving
    Jiazhong Lu, Chenli Wang, Yuanyuan Huang, Kangyi Ding, and Xiaolei Liu
    IEEE Network, 2024.
    [Link]
  3. [IPM’21] Transaction-based classification and detection approach for Ethereum smart contract
    Teng Hu, Xiaolei Liu, Ting Chen, Xiaosong Zhang, Xiaoming Huang, Weina Niu, Jiazhong Lu, Kun Zhou, and Yuan Liu
    Information Processing & Management, 58(2) :102462, 2021.
    [Link]
  4. [ITS’21] Compiler-Based Efficient CNN Model Construction for 5G Edge Devices
    Kun Wan, Xiaolei Liu, Jianyu Yu, Xiaosong Zhang, Xiaojiang Du, and Nadra Guizani
    IEEE Transactions on Intelligent Transportation Systems, 2021.
    [Link]
  5. [KBS’21] A low-query black-box adversarial attack based on transferability
    Kangyi Ding, Xiaolei Liu, Weina Niu, Teng Hu, Yanping Wang, and Xiaosong Zhang
    Knowledge-Based Systems, 226 :107102, 2021.
    [Link]
  6. [AAAI’20] Weighted-sampling audio adversarial example attack
    Xiaolei Liu, Kun Wan, Yufei Ding, Xiaosong Zhang, and Qingxin Zhu
    Proceedings of the AAAI Conference on Artificial Intelligence, pp. 4908–4915 2020.
    [PDF] | [Link]