The complete publication list can be found at Google Scholar.
Prompt Stealing Attacks Against Text-to-Image Generation Models
Xinyue Shen, Yiting Qu, Michael Backes, Yang Zhang; USENIX Security 2024
[pdf] [arxiv] [code]
“Do Anything Now”: Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models
Xinyue Shen, Zeyuan Chen, Michael Backes, Yun Shen, Yang Zhang; CCS 2024
[pdf] [arxiv] [website] [code] Media Coverage: New Scientist, Deutschlandfunk Nova
MGTBench: Benchmarking Machine-Generated Text Detection
Xinlei He, Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang; CCS 2024
[pdf] [arxiv] [code]
The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective
Yihan Ma, Xinyue Shen, Yixin Wu, Boyang Zhang, Michael Backes, Yang Zhang; EMNLP 2024
ModScan: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities
Yukun Jiang, Zheng Li, Xinyue Shen, Yugeng Liu, Michael Backes, Yang Zhang; EMNLP 2024
Games and Beyond: Analyzing the Bullet Chats of Esports Livestreaming
Yukun Jiang, Xinyue Shen, Rui Wen, Zeyang Sha, Junjie Chu, Yugeng Liu, Michael Backes, Yang Zhang; ICWSM 2024
[pdf] [arxiv] [poster]
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; CCS 2023
[arxiv] [code] Media Coverage: Montreal AI Ethics Institute
On Xing Tian and the Perseverance of Anti-China Sentiment Online
Xinyue Shen, Xinlei He, Michael Backes, Jeremy Blackburn, Savvas Zannettou, Yang Zhang; ICWSM 2022
[pdf] [arxiv] [slides]
Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications
Liya Su, Xinyue Shen (co-first author), Xiangyu Du, Xiaojing Liao, XiaoFeng Wang, Luyi Xing, Baoxu Liu; USENIX Security 2021
[pdf] [slides]
Voice Jailbreak Attacks Against GPT-4o
Xinyue Shen, Yixin Wu (co-first author), Michael Backes, Yang Zhang
[arxiv] [code] Media Coverage: TheCyberExpress, The Decoder
In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT
Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang
[arxiv]
Comprehensive Assessment of Jailbreak Attacks Against LLMs
Junjie Chu, Yugeng Liu, Ziqing Yang, Xinyue Shen, Michael Backes, Yang Zhang
[arxiv]
UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images
Yiting Qu, Xinyue Shen, Yixin Wu, Michael Backes, Savvas Zannettou, Yang Zhang
[arxiv] [website] [code]
Also, as a sci-fiction writer, I am grateful for the opportunity to meet you via stories (Full List).