Invisible Backdoor Attacks Against Deep Neural Networks. - Shaofeng Li 001; Benjamin Zi Hao Zhao; Jiahao Yu 001; Minhui Xue 001; Dali Kaafar; Haojin Zhu (CoRR, 2019)

Voiceprint Mimicry Attack Towards Speaker Verification System in Smart Home. - Lei Zhang; Yan Meng 001; Jiahao Yu 001; Chong Xiang 001; Brandon Falk; Haojin Zhu (INFOCOM, 2020)

Speedup Robust Graph Structure Learning with Low-Rank Information. - Hui Xu 011; Liyao Xiang; Jiahao Yu 001; Anqi Cao; Xinbing Wang (CIKM, 2021)

StateMask: Explaining Deep Reinforcement Learning through State Mask. - Zelei Cheng; Xian Wu 007; Jiahao Yu 001; Wenhai Sun; Wenbo Guo 002; Xinyu Xing 001 (NeurIPS, 2023)

AIRS: Explanation for Deep Reinforcement Learning based Security Applications. - Jiahao Yu 001; Wenbo Guo 002; Qi Qin; Gang Wang 011; Ting Wang 006; Xinyu Xing 001 (USENIX Security Symposium, 2023)

GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts. - Jiahao Yu 001; Xingwei Lin; Zheng Yu 003; Xinyu Xing 001 (CoRR, 2023)

Assessing Prompt Injection Risks in 200+ Custom GPTs. - Jiahao Yu 001; Yuhang Wu 003; Dong Shu; Mingyu Jin; Xinyu Xing 001 (CoRR, 2023)

Matrix Gaussian Mechanisms for Differentially-Private Learning. - Jungang Yang 002; Liyao Xiang; Jiahao Yu 001; Xinbing Wang; Bin Guo 001; Zhetao Li; Baochun Li (IEEE Trans. Mob. Comput., 2023)

RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation. - Zelei Cheng; Xian Wu 007; Jiahao Yu 001; Sabrina Yang; Gang Wang 011; Xinyu Xing 001 (ICML, 2024)

Soft-Label Integration for Robust Toxicity Classification. - Zelei Cheng; Xian Wu 007; Jiahao Yu 001; Shuo Han; Xin-Qiang Cai; Xinyu Xing 001 (NeurIPS, 2024)

BandFuzz: A Practical Framework for Collaborative Fuzzing with Reinforcement Learning. - Wenxuan Shi; Hongwei Li; Jiahao Yu 001; Wenbo Guo 002; Xinyu Xing 001 (SBFT@ICSE, 2024)

LLM-Fuzzer: Scaling Assessment of Large Language Model Jailbreaks. - Jiahao Yu 001; Xingwei Lin; Zheng Yu 003; Xinyu Xing 001 (USENIX Security Symposium, 2024)

Enhancing Jailbreak Attack Against Large Language Models through Silent Tokens. - Jiahao Yu 001; Haozheng Luo; Jerry Yao-Chieh Hu; Wenbo Guo 002; Han Liu 001; Xinyu Xing 001 (CoRR, 2024)

Decoupled Alignment for Robust Plug-and-Play Adaptation. - Haozheng Luo; Jiahao Yu 001; Wenxin Zhang; Jialong Li; Jerry Yao-Chieh Hu; Xinyu Xing 001; Han Liu 001 (CoRR, 2024)

BlockFound: Customized blockchain foundation model for anomaly detection. - Jiahao Yu 001; Xian Wu 007; Hao Liu; Wenbo Guo 002; Xinyu Xing 001 (CoRR, 2024)

A Survey on Explainable Deep Reinforcement Learning. - Zelei Cheng; Jiahao Yu 001; Xinyu Xing 001 (CoRR, 2025)

GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models. - Haozheng Luo; Chenghao Qiu; Yimin Wang; Shang Wu; Jiahao Yu 001; Han Liu 001; Binghui Wang; Yan Chen 004 (CoRR, 2025)

BandFuzz: An ML-powered Collaborative Fuzzing Framework. - Wenxuan Shi; Hongwei Li; Jiahao Yu 001; Xinqian Sun; Wenbo Guo 002; Xinyu Xing 001 (CoRR, 2025)