Publications

Rethinking the Invisible Protection against Unauthorized Image Usage in Stable Diffusion Permalink

Shengwei An*, Lu Yan*, Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Xiangyu Zhang

Published in Proceedings of the 33rd USENIX Security Symposium (USENIX Security 2024), 2024

Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia Permalink

Guangyu Shen, Siyuan Cheng, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Lu Yan, Zhuo Zhang, Shiqing Ma, Xiangyu Zhang

Published in Preprint, 2024

Parafuzz: An interpretability-driven technique for detecting poisoned samples in nlp Permalink

Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang

Published in Advances in Neural Information Processing Systems (NeurIPS 2023), 2023

D^3: Detoxing Deep Learning Dataset Permalink

Lu Yan, Siyuan Cheng, Guangyu Shen, Guanhong Tao, Xuan Chen, Kaiyuan Zhang, Yunshu Mao, Xiangyu Zhang

Published in NeurIPS 2023 Workshop on Backdoors in Deep Learning-The Good, the Bad, and the Ugly, 2023

CrossFix: Resolution of GitHub issues via similar bugs recommendation Permalink

Shin Hwei Tan, Ziqiang Li, Lu Yan

Published in Journal of Software: Evolution and Process, 2021

MTFuzz: fuzzing with a multi-task neural network Permalink

Dongdong She, Rahul Krishna, Lu Yan, Suman Jana, Baishakhi Ray

Published in Proceedings of the 28th ACM joint meeting on European software engineering conference and symposium on the foundations of software engineering (ESEC/FSE 2020), 2020

Dynamic traffic feature camouflaging via generative adversarial networks Permalink

Jie Li, Lu Zhou, Huaxin Li, Lu Yan, Haojin Zhu

Published in 2019 IEEE Conference on Communications and Network Security (CNS), 2019