Xinlei He - RankMe

116 papers A* 24A 2B 1Journal 78Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	6DAttack: Backdoor Attacks in the 6DoF Pose Estimation. AAAI Jihui Guo, Zongmin Zhang, Zhen Sun, Yuhao Yang, Jinlin Wu, Fu Zhang, Xinlei He
2026	A*	`conf`	An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses. AAAI Hao Liang, Wanrong Zhang, Xinlei He, Kaishun Wu, Hong Xing
2026	J	`jnl`	Building Trust Beyond Update Divergence: Dual-Refined Aggregation for Byzantine-Robust Federated Learning. IEEE Trans. Inf. Forensics Secur. Heyi Zhang, Xinlei He, Jun Wu, Qian Wang
2026	J	`jnl`	IP-Bench: Benchmark for Image Protection Methods in Image-to-Video Generation Scenarios. CoRR Xiaofeng Li, Leyi Sheng, Zhen Sun, Zongmin Zhang, Jiaheng Wei, Xinlei He
2026	J	`jnl`	Verifiable and Lightweight Multi-Round Secure Federated Learning. IEEE Trans. Dependable Secur. Comput. Jiayin Li, Shengmin Xu, Xingshuo Han, Jianting Ning, Xinlei He, Guowen Xu
2025	J	`jnl`	"I Can See Forever!": Evaluating Real-time VideoLLMs for Assisting Individuals with Visual Impairments. CoRR Ziyi Zhang, Zhen Sun, Zongmin Zhang, Zifan Peng, Yuemeng Zhao, Zichun Wang, Zeren Luo, Ruiting Zuo, Xinlei He
2025	J	`jnl`	"To Survive, I Must Defect": Jailbreaking LLMs via the Game-Theory Scenarios. CoRR Zhen Sun, Zongmin Zhang, Deqi Liang, Han Sun, Yule Liu, Yun Shen, Xiangshan Gao, Yilong Yang, Shuai Liu, Yutao Yue, Xinlei He
2025	J	`jnl`	6DAttack: Backdoor Attacks in the 6DoF Pose Estimation. CoRR Jihui Guo, Zongmin Zhang, Zhen Sun, Yuhao Yang, Jinlin Wu, Fu Zhang, Xinlei He
2025	J	`jnl`	A Comprehensive Study of Privacy Risks in Curriculum Learning. Proc. Priv. Enhancing Technol. Joann Qiongna Chen, Xinlei He, Zheng Li, Yang Zhang, Zhou Li
2025	J	`jnl`	An Empirical Study of the Anchoring Effect in LLMs: Existence, Mechanism, and Potential Mitigations. CoRR Yiming Huang, Biquan Bie, Zuqiu Na, Weilin Ruan, Songxin Lei, Yutao Yue, Xinlei He
2025	J	`jnl`	An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses. CoRR Hao Liang, Wanrong Zhang, Xinlei He, Kaishun Wu, Hong Xing
2025	—	`conf`	Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media. ACL (1) Zhen Sun, Zongmin Zhang, Xinyue Shen, Ziyi Zhang, Yule Liu, Michael Backes, Yang Zhang, Xinlei He
2025	J	`jnl`	Artificial intelligence security and privacy: a survey. Sci. China Inf. Sci. Xinlei He, Guowen Xu, Xingshuo Han, Qian Wang, Lingchen Zhao, Chao Shen, Chenhao Lin, Zhengyu Zhao, Qian Li, Le Yang, Shouling Ji, Shaofeng Li, Haojin Zhu, Zhibo Wang, Rui Zheng, Tianqing Zhu, Qi Li, Chaoxiang He, Qifan Wang, Hongsheng Hu, Shuo Wang, Shi-Feng Sun, Hongwei Yao, Qinyu Zhang, Kai Chen, Yue Zhao, Hongwei Li, Xinyi Huang, Dengguo Feng
2025	J	`jnl`	Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation. CoRR Zhiyuan Zhong, Zhen Sun, Yepang Liu, Xinlei He, Guanhong Tao
2025	J	`jnl`	Backdoor Attacks on Prompt-Driven Video Segmentation Foundation Models. CoRR Zongmin Zhang, Zhen Sun, Yifan Liao, Wenhan Dong, Xinlei He, Xingshuo Han, Shengmin Xu, Xinyi Huang
2025	J	`jnl`	Behind the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models. CoRR Sibo Yi, Tianshuo Cong, Xinlei He, Qi Li, Jiaxing Song
2025	—	`conf`	Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models. ACL (Findings) Sibo Yi, Tianshuo Cong, Xinlei He, Qi Li, Jiaxing Song
2025	A*	`conf`	CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers. AAAI Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He
2025	J	`jnl`	Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks. CoRR Wenhan Dong, Tianyi Hu, Jingyi Zheng, Zhen Sun, Yuemeng Zhao, Yule Liu, Xinlei He, Xinyi Huang
2025	J	`jnl`	FC-Attack: Jailbreaking Large Vision-Language Models via Auto-Generated Flowcharts. CoRR Ziyi Zhang, Zhen Sun, Zongmin Zhang, Jihui Guo, Xinlei He
2025	—	`conf`	FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts. EMNLP (Findings) Ziyi Zhang, Zhen Sun, Zongmin Zhang, Jihui Guo, Xinlei He
2025	A*	`conf`	FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models. EMNLP Yanling Wang, Haoyang Li, Hao Zou, Jing Zhang, Xinlei He, Qi Li, Ke Xu
2025	J	`jnl`	FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models. CoRR Zhen Sun, Ziyi Zhang, Zeren Luo, Zeyang Sha, Tianshuo Cong, Zheng Li, Shiwen Cui, Weiqiang Wang, Jiaheng Wei, Xinlei He, Qi Li, Qian Wang
2025	A*	`conf`	From Purity to Peril: Backdooring Merged Models From "Harmless" Benign Components. USENIX Security Symposium Lijin Wang, Jingjing Wang, Tianshuo Cong, Xinlei He, Zhan Qin, Xinyi Huang
2025	J	`jnl`	GRPO Privacy Is at Risk: A Membership Inference Attack Against Reinforcement Learning With Verifiable Rewards. CoRR Yule Liu, Heyi Zhang, Jinyi Zheng, Zhen Sun, Zifan Peng, Tianshuo Cong, Yilong Yang, Xinlei He, Zhuo Ma
2025	J	`jnl`	GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection. CoRR Zhijie Deng, Chris Yuhao Liu, Zirui Pang, Xinlei He, Lei Feng, Qi Xuan, Zhaowei Zhu, Jiaheng Wei
2025	J	`jnl`	GasAgent: A Multi-Agent Framework for Automated Gas Optimization in Smart Contracts. CoRR Jingyi Zheng, Zifan Peng, Yule Liu, Junfeng Wang, Yifan Liao, Wenhan Dong, Xinlei He
2025	J	`jnl`	Holmes: Automated Fact Check with Large Language Models. CoRR Haoran Ou, Gelei Deng, Xingshuo Han, Jie Zhang, Xinlei He, Han Qiu, Shangwei Guo, Tianwei Zhang
2025	J	`jnl`	Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications. CoRR Wenhan Dong, Yuemeng Zhao, Zhen Sun, Yule Liu, Zifan Peng, Jingyi Zheng, Zongmin Zhang, Ziyi Zhang, Jun Wu, Ruiming Wang, Shengmin Xu, Xinyi Huang, Xinlei He
2025	J	`jnl`	JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models. CoRR Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Zeren Luo, Jingyi Zheng, Wenhan Dong, Xinlei He, Xuechao Wang, Yingjie Xue, Shengmin Xu, Xinyi Huang
2025	J	`jnl`	LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models. CoRR Delong Ran, Xinlei He, Tianshuo Cong, Anyu Wang, Qi Li, Xiaoyun Wang
2025	A	`conf`	Neeko: Model Hijacking Attacks Against Generative Adversarial Networks. ICME Junjie Chu, Yugeng Liu, Xinlei He, Michael Backes, Yang Zhang, Ahmed Salem
2025	—	`conf`	On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing. KDD (2) Yule Liu, Zhiyuan Zhong, Yifan Liao, Zhen Sun, Jingyi Zheng, Jiaheng Wei, Qingyuan Gong, Fenghua Tong, Yang Chen, Yang Zhang, Xinlei He
2025	A*	`conf`	PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning. SP Zhen Sun, Tianshuo Cong, Yule Liu, Chenhao Lin, Xinlei He, Rongmao Chen, Xingshuo Han, Xinyi Huang
2025	J	`jnl`	Prediction Inconsistency Helps Achieve Generalizable Detection of Adversarial Examples. CoRR Sicong Han, Chenhao Lin, Zhengyu Zhao, Xiyuan Wang, Xinlei He, Qian Li, Cong Wang, Qian Wang, Chao Shen
2025	—	`conf`	Privacy-Preserving Federated Learning via Homomorphic Adversarial Networks. KSEM (2) Wenhan Dong, Chao Lin, Xinlei He, Shengmin Xu, Xinyi Huang
2025	J	`jnl`	RePPL: Recalibrating Perplexity by Uncertainty in Semantic Propagation and Language Generation for Explainable QA Hallucination Detection. CoRR Yiming Huang, Junyan Zhang, Zihao Wang, Biquan Bie, Xuming Hu, Yi R. (May) Fung, Xinlei He
2025	A*	`conf`	Safety Misalignment Against Large Language Models. NDSS Yichen Gong, Delong Ran, Xinlei He, Tianshuo Cong, Anyu Wang, Xiaoyun Wang
2025	J	`jnl`	SoK: Benchmarking Poisoning Attacks and Defenses in Federated Learning. CoRR Heyi Zhang, Yule Liu, Xinlei He, Jun Wu, Tianshuo Cong, Xinyi Huang
2025	J	`jnl`	TH-Bench: Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text Detectors. CoRR Jingyi Zheng, Junfeng Wang, Zhen Sun, Wenhan Dong, Yule Liu, Xinlei He
2025	J	`jnl`	The Rising Threat to Emerging AI-Powered Search Engines. CoRR Zeren Luo, Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Jingyi Zheng, Xinlei He
2025	J	`jnl`	Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models. CoRR Yule Liu, Jingyi Zheng, Zhen Sun, Zifan Peng, Wenhan Dong, Zeyang Sha, Shiwen Cui, Weiqiang Wang, Xinlei He
2025	A*	`conf`	Unsafe LLM-Based Search: Quantitative Analysis and Mitigation of Safety Risks in AI Web Search. USENIX Security Symposium Zeren Luo, Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Jingyi Zheng, Xinlei He
2025	J	`jnl`	Work Zones challenge VLM Trajectory Planning: Toward Mitigation and Robust Autonomous Driving. CoRR Yifan Liao, Zhen Sun, Xiaoyun Qiu, Zixiao Zhao, Wenbing Tang, Xinlei He, Xinhu Zheng, Tianwei Zhang, Xinyi Huang, Xingshuo Han
2025	J	`jnl`	ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities. CoRR Wenhan Dong, Zhen Sun, Yuemeng Zhao, Zifan Peng, Jun Wu, Jingyi Zheng, Yule Liu, Xinlei He, Yu Wang, Ruiming Wang, Xinyi Huang, Lei Mo
2024	J	`jnl`	Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media. CoRR Zhen Sun, Zongmin Zhang, Xinyue Shen, Ziyi Zhang, Yule Liu, Michael Backes, Yang Zhang, Xinlei He
2024	J	`jnl`	Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond. CoRR Minghao Liu, Zonglin Di, Jiaheng Wei, Zhongruo Wang, Hengxiang Zhang, Ruixuan Xiao, Haoyu Wang, Jinlong Pang, Hao Chen, Ankit Shah, Hongxin Wei, Xinlei He, Zhaowei Zhao, Haobo Wang, Lei Feng, Jindong Wang, James Davis, Yang Liu
2024	J	`jnl`	CL-attack: Textual Backdoor Attacks via Cross-Lingual Triggers. CoRR Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He
2024	—	`conf`	Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging. LAMPS@CCS Tianshuo Cong, Delong Ran, Zesen Liu, Xinlei He, Jinyuan Liu, Yichen Gong, Qi Li, Anyu Wang, Xiaoyun Wang
2024	J	`jnl`	Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging. CoRR Tianshuo Cong, Delong Ran, Zesen Liu, Xinlei He, Jinyuan Liu, Yichen Gong, Qi Li, Anyu Wang, Xiaoyun Wang
2024	J	`jnl`	Hidden Question Representations Tell Non-Factuality Within and Across Large Language Models. CoRR Yanling Wang, Haoyang Li, Hao Zou, Jing Zhang, Xinlei He, Qi Li, Ke Xu
2024	J	`jnl`	Jailbreak Attacks and Defenses Against Large Language Models: A Survey. CoRR Sibo Yi, Yule Liu, Zhen Sun, Tianshuo Cong, Xinlei He, Jiaxing Song, Ke Xu, Qi Li
2024	J	`jnl`	JailbreakEval: An Integrated Toolkit for Evaluating Jailbreak Attempts Against Large Language Models. CoRR Delong Ran, Jinyuan Liu, Yichen Gong, Jingyi Zheng, Xinlei He, Tianshuo Cong, Anyu Wang
2024	J	`jnl`	Link Stealing Attacks Against Inductive Graph Neural Networks. CoRR Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
2024	J	`jnl`	Link Stealing Attacks Against Inductive Graph Neural Networks. Proc. Priv. Enhancing Technol. Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
2024	A*	`conf`	MGTBench: Benchmarking Machine-Generated Text Detection. CCS Xinlei He, Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang
2024	J	`jnl`	Membership Inference Attack Against Masked Image Modeling. CoRR Zheng Li, Xinlei He, Ning Yu, Yang Zhang
2024	J	`jnl`	On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks. CoRR Zesen Liu, Tianshuo Cong, Xinlei He, Qi Li
2024	J	`jnl`	On the Generalization Ability of Machine-Generated Text Detectors. CoRR Yule Liu, Zhiyuan Zhong, Yifan Liao, Zhen Sun, Jingyi Zheng, Jiaheng Wei, Qingyuan Gong, Fenghua Tong, Yang Chen, Yang Zhang, Xinlei He
2024	J	`jnl`	PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning. CoRR Zhen Sun, Tianshuo Cong, Yule Liu, Chenhao Lin, Xinlei He, Rongmao Chen, Xingshuo Han, Xinyi Huang
2024	J	`jnl`	Privacy-Preserving Federated Learning via Homomorphic Adversarial Networks. CoRR Wenhan Dong, Chao Lin, Xinlei He, Xinyi Huang, Shengmin Xu
2024	J	`jnl`	Quantized Delta Weight Is Safety Keeper. CoRR Yule Liu, Zhen Sun, Xinlei He, Xinyi Huang
2024	A*	`conf`	SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models. USENIX Security Symposium Boyang Zhang, Zheng Li, Ziqing Yang, Xinlei He, Michael Backes, Mario Fritz, Yang Zhang
2024	A*	`conf`	Test-Time Poisoning Attacks Against Test-Time Adaptation Models. SP Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang
2024	A*	`conf`	You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content. SP Xinlei He, Savvas Zannettou, Yun Shen, Yang Zhang
2023	J	`jnl`	A Comprehensive Study of Privacy Risks in Curriculum Learning. CoRR Joann Qiongna Chen, Xinlei He, Zheng Li, Yang Zhang, Zhou Li
2023	A*	`conf`	A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots. USENIX Security Symposium Boyang Zhang, Xinlei He, Yun Shen, Tianhao Wang, Yang Zhang
2023	J	`jnl`	A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots. CoRR Boyang Zhang, Xinlei He, Yun Shen, Tianhao Wang, Yang Zhang
2023	A*	`conf`	Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders. CVPR Zeyang Sha, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
2023	A*	`conf`	Data Poisoning Attacks Against Multimodal Encoders. ICML Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
2023	A*	`conf`	Generated Graph Detection. ICML Yihan Ma, Zhikun Zhang, Ning Yu, Xinlei He, Michael Backes, Yun Shen, Yang Zhang
2023	J	`jnl`	Generated Graph Detection. CoRR Yihan Ma, Zhikun Zhang, Ning Yu, Xinlei He, Michael Backes, Yun Shen, Yang Zhang
2023	J	`jnl`	Generative Watermarking Against Unauthorized Subject-Driven Image Synthesis. CoRR Yihan Ma, Zhengyu Zhao, Xinlei He, Zheng Li, Michael Backes, Yang Zhang
2023	J	`jnl`	MGTBench: Benchmarking Machine-Generated Text Detection. CoRR Xinlei He, Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang
2023	A*	`conf`	On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning. SP Yiting Qu, Xinlei He, Shannon Pierson, Michael Backes, Yang Zhang, Savvas Zannettou
2023	—	`—`	Privacy risk assessment of emerging machine learning paradigms. Xinlei He
2023	J	`jnl`	SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models. CoRR Boyang Zhang, Zheng Li, Ziqing Yang, Xinlei He, Michael Backes, Mario Fritz, Yang Zhang
2023	J	`jnl`	Test-Time Poisoning Attacks Against Test-Time Adaptation Models. CoRR Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang
2023	J	`jnl`	Trimming Mobile Applications for Bandwidth-Challenged Networks in Developing Regions. IEEE Trans. Mob. Comput. Qinge Xie, Qingyuan Gong, Xinlei He, Yang Chen, Xin Wang, Haitao Zheng, Ben Y. Zhao
2023	A*	`conf`	Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models. CCS Yiting Qu, Xinyue Shen, Xinlei He, Michael Backes, Savvas Zannettou, Yang Zhang
2023	J	`jnl`	Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models. CoRR Yiting Qu, Xinyue Shen, Xinlei He, Michael Backes, Savvas Zannettou, Yang Zhang
2023	J	`jnl`	You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content. CoRR Xinlei He, Savvas Zannettou, Yun Shen, Yang Zhang
2022	A*	`conf`	Auditing Membership Leakages of Multi-Exit Networks. CCS Zheng Li, Yiyong Liu, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
2022	J	`jnl`	Auditing Membership Leakages of Multi-Exit Networks. CoRR Zheng Li, Yiyong Liu, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
2022	J	`jnl`	Backdoor Attacks in the Supply Chain of Masked Image Modeling. CoRR Xinyue Shen, Xinlei He, Zheng Li, Yun Shen, Michael Backes, Yang Zhang
2022	J	`jnl`	Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders. CoRR Zeyang Sha, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
2022	—	`conf`	Cross-Site Prediction on Social Influence for Cold-Start Users in Online Social Networks. WWW (Companion Volume) Qingyuan Gong, Yang Chen, Xinlei He, Yu Xiao, Pan Hui, Xin Wang, Xiaoming Fu
2022	J	`jnl`	Data Poisoning Attacks Against Multimodal Encoders. CoRR Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
2022	J	`jnl`	Fine-Tuning Is All You Need to Mitigate Backdoor Attacks. CoRR Zeyang Sha, Xinlei He, Pascal Berrang, Mathias Humbert, Yang Zhang
2022	A*	`conf`	ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models. USENIX Security Symposium Yugeng Liu, Rui Wen, Xinlei He, Ahmed Salem, Zhikun Zhang, Michael Backes, Emiliano De Cristofaro, Mario Fritz, Yang Zhang
2022	J	`jnl`	Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models. CoRR Xinlei He, Zheng Li, Weilin Xu, Cory Cornelius, Yang Zhang
2022	A*	`conf`	Model Stealing Attacks Against Inductive Graph Neural Networks. SP Yun Shen, Xinlei He, Yufei Han, Yang Zhang
2022	A	`conf`	On Xing Tian and the Perseverance of Anti-China Sentiment Online. ICWSM Xinyue Shen, Xinlei He, Michael Backes, Jeremy Blackburn, Savvas Zannettou, Yang Zhang
2022	J	`jnl`	On Xing Tian and the Perseverance of Anti-China Sentiment Online. CoRR Xinyue Shen, Xinlei He, Michael Backes, Jeremy Blackburn, Savvas Zannettou, Yang Zhang
2022	J	`jnl`	On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning. CoRR Yiting Qu, Xinlei He, Shannon Pierson, Michael Backes, Yang Zhang, Savvas Zannettou
2022	A*	`conf`	SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. CCS Tianshuo Cong, Xinlei He, Yang Zhang
2022	J	`jnl`	SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. CoRR Tianshuo Cong, Xinlei He, Yang Zhang
2022	—	`conf`	Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning. ECCV (31) Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang
2022	J	`jnl`	Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning. CoRR Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang
2021	J	`jnl`	Cross-site Prediction on Social Influence for Cold-start Users in Online Social Networks. ACM Trans. Web Qingyuan Gong, Yang Chen, Xinlei He, Yu Xiao, Pan Hui, Xin Wang, Xiaoming Fu
2021	J	`jnl`	DatingSec: Detecting Malicious Accounts in Dating Apps Using a Content-Based Attention Network. IEEE Trans. Dependable Secur. Comput. Xinlei He, Qingyuan Gong, Yang Chen, Yang Zhang, Xin Wang, Xiaoming Fu
2021	J	`jnl`	ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models. CoRR Yugeng Liu, Rui Wen, Xinlei He, Ahmed Salem, Zhikun Zhang, Michael Backes, Emiliano De Cristofaro, Mario Fritz, Yang Zhang
2021	J	`jnl`	Model Stealing Attacks Against Inductive Graph Neural Networks. CoRR Yun Shen, Xinlei He, Yufei Han, Yang Zhang
2021	J	`jnl`	Node-Level Membership Inference Attacks Against Graph Neural Networks. CoRR Xinlei He, Rui Wen, Yixin Wu, Michael Backes, Yun Shen, Yang Zhang
2021	A*	`conf`	Quantifying and Mitigating Privacy Risks of Contrastive Learning. CCS Xinlei He, Yang Zhang
2021	J	`jnl`	Quantifying and Mitigating Privacy Risks of Contrastive Learning. CoRR Xinlei He, Yang Zhang
2021	A*	`conf`	Stealing Links from Graph Neural Networks. USENIX Security Symposium Xinlei He, Jinyuan Jia, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
2020	J	`jnl`	Did State-sponsored Trolls Shape the US Presidential Election Discourse? Quantifying Influence on Twitter. CoRR Nikos Salamanos, Michael J. Jensen, Xinlei He, Yang Chen, Costas Iordanou, Michael Sirivianos
2020	J	`jnl`	Stealing Links from Graph Neural Networks. CoRR Xinlei He, Jinyuan Jia, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
2019	J	`jnl`	On the Influence of Twitter Trolls during the 2016 US Presidential Election. CoRR Nikos Salamanos, Michael J. Jensen, Xinlei He, Yang Chen, Michael Sirivianos
2019	J	`jnl`	Trimming Mobile Applications for Bandwidth-Challenged Networks in Developing Regions. CoRR Qinge Xie, Qingyuan Gong, Xinlei He, Yang Chen, Xin Wang, Haitao Zheng, Ben Y. Zhao
2018	B	`conf`	Deep Learning-Based Malicious Account Detection in the Momo Social Network. ICCCN Jiaqi Wang, Xinlei He, Qingyuan Gong, Yang Chen, Tianyi Wang, Xin Wang
2018	J	`jnl`	DeepScan: Exploiting Deep Learning for Malicious Account Detection in Location-Based Social Networks. IEEE Commun. Mag. Qingyuan Gong, Yang Chen, Xinlei He, Zhou Zhuang, Tianyi Wang, Hong Huang, Xin Wang, Xiaoming Fu
2018	—	`conf`	Identification of Influential Users in Emerging Online Social Networks Using Cross-site Linking. ChineseCSCW Qingyuan Gong, Yang Chen, Xinlei He, Fei Li, Yu Xiao, Pan Hui, Xin Wang, Xiaoming Fu
2018	—	`conf`	LBSLab: A User Data Collection System in Mobile Environments. UbiComp/ISWC Adjunct Qingyuan Gong, Xinlei He, Qinge Xie, Shihan Lin, Guozhen She, Ruiyu Fang, Rui Han, Yang Chen, Yu Xiao, Xiaoming Fu, Xin Wang
2018	J	`jnl`	Understanding the behavioral differences between american and german users: A data-driven study. Big Data Min. Anal. Chenxi Yang, Yang Chen, Qingyuan Gong, Xinlei He, Yu Xiao, Yuhuan Huang, Xiaoming Fu