Malicious Transaction Identification in Digital Currency via Federated Graph Deep Learning. - Hanbiao Du; Meng Shen 001; Rungeng Sun; Jizhe Jia; Liehuang Zhu; Yanlong Zhai (INFOCOM Workshops, 2022)

FewFine: Few-shot Malware Traffic Classification Via Transfer Learning based on Fine-tuning Strategy. - Xingtong Liu; Meng Shen 001; Laizhong Cui; Ke Ye; Jizhe Jia; Guangchun Yue (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Encrypted Malware Traffic Detection Via Time-Frequency Domain Analysis. - Yukai Liu; Jizhe Jia; Jinhe Wu; Junyu Ai; Meng Shen 001; Liehuang Zhu (ICA3PP (5), 2024)

Behavior-Driven Encrypted Malware Detection with Robust Traffic Representation. - Peng Yin; Jizhe Jia; Jing Wang 150; Yukai Liu; Meng Shen 001; Liehuang Zhu (ICA3PP (5), 2024)

Towards Lightweight User Identification of Anonymous Cryptocurrency Wallet via Encrypted Traffic Correlation. - Xiangdong Kong; Jizhe Jia; Jinhe Wu; Meng Shen 001; Liehuang Zhu (ICPADS, 2024)