Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications. - Liya Su; Xinyue Shen 001; Xiangyu Du; Xiaojing Liao; XiaoFeng Wang 001; Luyi Xing; Baoxu Liu (USENIX Security Symposium, 2021)

On Xing Tian and the Perseverance of Anti-China Sentiment Online. - Xinyue Shen 001; Xinlei He 001; Michael Backes 001; Jeremy Blackburn; Savvas Zannettou; Yang Zhang 016 (ICWSM, 2022)

Backdoor Attacks in the Supply Chain of Masked Image Modeling. - Xinyue Shen 001; Xinlei He 001; Zheng Li 023; Yun Shen; Michael Backes 001; Yang Zhang 016 (CoRR, 2022)

Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models. - Yiting Qu; Xinyue Shen 001; Xinlei He 001; Michael Backes 001; Savvas Zannettou; Yang Zhang 016 (CCS, 2023)

In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT. - Xinyue Shen 001; Zeyuan Chen; Michael Backes 001; Yang Zhang 016 (CoRR, 2023)

Comprehensive Assessment of Toxicity in ChatGPT. - Boyang Zhang; Xinyue Shen 001; Wai Man Si; Zeyang Sha; Zeyuan Chen; Ahmed Salem 001; Yun Shen; Michael Backes 001; Yang Zhang 016 (CoRR, 2023)

MGTBench: Benchmarking Machine-Generated Text Detection. - Xinlei He 001; Xinyue Shen 001; Zeyuan Chen; Michael Backes 001; Yang Zhang 016 (CCS, 2024)

"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models. - Xinyue Shen 001; Zeyuan Chen; Michael Backes 001; Yun Shen; Yang Zhang 016 (CCS, 2024)

ModSCAN: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities. - Yukun Jiang 001; Zheng Li 023; Xinyue Shen 001; Yugeng Liu; Michael Backes 001; Yang Zhang 016 (EMNLP, 2024)

The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective. - Yihan Ma 001; Xinyue Shen 001; Yixin Wu 001; Boyang Zhang; Michael Backes 001; Yang Zhang 016 (EMNLP, 2024)

Games and Beyond: Analyzing the Bullet Chats of Esports Livestreaming. - Yukun Jiang 001; Xinyue Shen 001; Rui Wen 002; Zeyang Sha; Junjie Chu 002; Yugeng Liu; Michael Backes 001; Yang Zhang 016 (ICWSM, 2024)

Prompt Stealing Attacks Against Text-to-Image Generation Models. - Xinyue Shen 001; Yiting Qu; Michael Backes 001; Yang Zhang 016 (USENIX Security Symposium, 2024)

Comprehensive Assessment of Jailbreak Attacks Against LLMs. - Junjie Chu 002; Yugeng Liu; Ziqing Yang 002; Xinyue Shen 001; Michael Backes 001; Yang Zhang 016 (CoRR, 2024)

UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images. - Yiting Qu; Xinyue Shen 001; Yixin Wu 001; Michael Backes 001; Savvas Zannettou; Yang Zhang 016 (CoRR, 2024)

Voice Jailbreak Attacks Against GPT-4o. - Xinyue Shen 001; Yixin Wu 001; Michael Backes 001; Yang Zhang 016 (CoRR, 2024)

ModSCAN: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities. - Yukun Jiang 001; Zheng Li 023; Xinyue Shen 001; Yugeng Liu; Michael Backes 001; Yang Zhang 016 (CoRR, 2024)

When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs. - Xinyue Shen 001; Yun Shen; Michael Backes 001; Yang Zhang 016 (ACL (1), 2025)

Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media. - Zhen Sun 001; Zongmin Zhang; Xinyue Shen 001; Ziyi Zhang; Yule Liu; Michael Backes 001; Yang Zhang 016; Xinlei He 001 (ACL (1), 2025)

JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs. - Junjie Chu 002; Yugeng Liu; Ziqing Yang 002; Xinyue Shen 001; Michael Backes 001; Yang Zhang 016 (ACL (1), 2025)

GPTracker: A Large-Scale Measurement of Misused GPTs. - Xinyue Shen 001; Yun Shen; Michael Backes 001; Yang Zhang 016 (SP, 2025)

On the Effectiveness of Prompt Stealing Attacks on In-the-Wild Prompts. - Yicong Tan; Xinyue Shen 001; Yun Shen; Michael Backes 001; Yang Zhang 016 (SP, 2025)

HateBench: Benchmarking Hate Speech Detectors on LLM-Generated Content and Hate Campaigns. - Xinyue Shen 001; Yixin Wu 001; Yiting Qu; Michael Backes 001; Savvas Zannettou; Yang Zhang 016 (Zenodo, 2025)

HateBench: Benchmarking Hate Speech Detectors on LLM-Generated Content and Hate Campaigns. - Xinyue Shen 001; Yixin Wu 001; Yiting Qu; Michael Backes 001; Savvas Zannettou; Yang Zhang 016 (Zenodo, 2025)

HateBench: Benchmarking Hate Speech Detectors on LLM-Generated Content and Hate Campaigns. - Xinyue Shen 001; Yixin Wu 001; Yiting Qu; Michael Backes 001; Savvas Zannettou; Yang Zhang 016 (CoRR, 2025)