Bochuan Cao

1. Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM
   2023/09/18 by Bochuan Cao, Yuanpu Cao, Cao, Bochuan +5 · 24 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Adversarial Robustness in Machine Learning
2. Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
   2024/05/28 by Yuanpu Cao, Tianrong Zhang, Cao, Yuanpu +11 · 26 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections
   2023/11/15 by Yuanpu Cao, Cao, Yuanpu, Bochuan Cao +3 · 7 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
4. On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused?
   2023/10/02 by Hangfan Zhang, Zhimeng Guo, Zhang, Hangfan +13 · 2 citations
   Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Artificial Intelligence in Law #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
5. JoPA:Explaining Large Language Model's Generation via Joint Prompt Attribution
   2024/05/30 by Yurui Chang, Chang, Yurui, Bochuan Cao +7 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
6. On the Difficulty of Defending Contrastive Learning against Backdoor Attacks
   2023/12/14 by Changjiang Li, Ren Pang, Li, Changjiang +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
7. Data Free Backdoor Attacks
   2024/12/09 by Bochuan Cao, Cao, Bochuan, Jinyuan Jia +13 · 1 citation
   Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Information and Cyber Security