Xueluan Gong
- PAPILLON: Efficient and Stealthy Fuzz Testing-Powered Jailbreaks for LLMs
2024/09/23 by Xueluan Gong, Mingzhe Li, Gong, Xueluan +13 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
- LLMs Cannot Reliably Judge (Yet?): A Comprehensive Assessment on the Robustness of LLM-as-a-Judge
2025/06/11 by Songze Li, Li, Songze, Chi Xu +15 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
- Backdoor Attack with Sparse and Invisible Trigger
2023/05/11 by Ying-Hua Gao, Gao, Yinghua, Yiming Li +8 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection
- Neutralizing Backdoors through Information Conflicts for Large Language Models
2024/11/27 by Chen Chen, Yuchen Sun, Chen, Chen +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Hidden Data Privacy Breaches in Federated Learning
2024/11/27 by Xueluan Gong, Gong, Xueluan, Shuaike Li +12 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Adversarial Robustness in Machine Learning