| 2026 | AAAI | 6DAttack: Backdoor Attacks in the 6DoF Pose Estimation. | Jihui Guo, Zongmin Zhang, Zhen Sun, Yuhao Yang, Jinlin Wu, Fu Zhang, Xinlei He |
| 2026 | AAAI | An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses. | Hao Liang, Wanrong Zhang, Xinlei He, Kaishun Wu, Hong Xing |
| 2025 | AAAI | CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers. | Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He |
| 2025 | ACL | Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media. | Zhen Sun, Zongmin Zhang, Xinyue Shen, Ziyi Zhang, Yule Liu, Michael Backes, Yang Zhang, Xinlei He |
| 2025 | ACL | Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models. | Sibo Yi, Tianshuo Cong, Xinlei He, Qi Li, Jiaxing Song |
| 2025 | EMNLP | FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models. | Yanling Wang, Haoyang Li, Hao Zou, Jing Zhang, Xinlei He, Qi Li, Ke Xu |
| 2025 | EMNLP | FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts. | Ziyi Zhang, Zhen Sun, Zongmin Zhang, Jihui Guo, Xinlei He |
| 2025 | KDD | On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing. | Yule Liu, Zhiyuan Zhong, Yifan Liao, Zhen Sun, Jingyi Zheng, Jiaheng Wei, Qingyuan Gong, Fenghua Tong, Yang Chen, Yang Zhang, Xinlei He |
| 2025 | KDD | Untitled record | Jingyi Zheng, Junfeng Wang, Zhen Sun, Wenhan Dong, Yule Liu, Xinlei He |
| 2025 | KSEM | Privacy-Preserving Federated Learning via Homomorphic Adversarial Networks. | Wenhan Dong, Chao Lin, Xinlei He, Shengmin Xu, Xinyi Huang |
| 2025 | NDSS | Safety Misalignment Against Large Language Models. | Yichen Gong, Delong Ran, Xinlei He, Tianshuo Cong, Anyu Wang, Xiaoyun Wang |
| 2025 | SP | PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning. | Zhen Sun, Tianshuo Cong, Yule Liu, Chenhao Lin, Xinlei He, Rongmao Chen, Xingshuo Han, Xinyi Huang |
| 2024 | CCS | MGTBench: Benchmarking Machine-Generated Text Detection. | Xinlei He, Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang |
| 2024 | SP | Test-Time Poisoning Attacks Against Test-Time Adaptation Models. | Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang |
| 2024 | SP | You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content. | Xinlei He, Savvas Zannettou, Yun Shen, Yang Zhang |
| 2023 | CCS | Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models. | Yiting Qu, Xinyue Shen, Xinlei He, Michael Backes, Savvas Zannettou, Yang Zhang |
| 2023 | CVPR | Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders. | Zeyang Sha, Xinlei He, Ning Yu, Michael Backes, Yang Zhang |
| 2023 | ICML | Data Poisoning Attacks Against Multimodal Encoders. | Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang |
| 2023 | ICML | Generated Graph Detection. | Yihan Ma, Zhikun Zhang, Ning Yu, Xinlei He, Michael Backes, Yun Shen, Yang Zhang |
| 2023 | SP | On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning. | Yiting Qu, Xinlei He, Shannon Pierson, Michael Backes, Yang Zhang, Savvas Zannettou |
| 2022 | CCS | SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. | Tianshuo Cong, Xinlei He, Yang Zhang |
| 2022 | CCS | Auditing Membership Leakages of Multi-Exit Networks. | Zheng Li, Yiyong Liu, Xinlei He, Ning Yu, Michael Backes, Yang Zhang |
| 2022 | ECCV | Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning. | Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang |
| 2022 | ICASSP | Iterative Learning for Distorted Image Restoration. | Chao Wang, Yi Gu, Jie Li, Xinlei He, Zirui Zhang, Yuting Gao, Chentao Wu |
| 2022 | ICWSM | On Xing Tian and the Perseverance of Anti-China Sentiment Online. | Xinyue Shen, Xinlei He, Michael Backes, Jeremy Blackburn, Savvas Zannettou, Yang Zhang |
| 2022 | WWW | Cross-Site Prediction on Social Influence for Cold-Start Users in Online Social Networks. | Qingyuan Gong, Yang Chen, Xinlei He, Yu Xiao, Pan Hui, Xin Wang, Xiaoming Fu |
| 2022 | SP | Model Stealing Attacks Against Inductive Graph Neural Networks. | Yun Shen, Xinlei He, Yufei Han, Yang Zhang |
| 2021 | CCS | Quantifying and Mitigating Privacy Risks of Contrastive Learning. | Xinlei He, Yang Zhang |
| 2018 | ICCCN | Deep Learning-Based Malicious Account Detection in the Momo Social Network. | Jiaqi Wang, Xinlei He, Qingyuan Gong, Yang Chen, Tianyi Wang, Xin Wang |