Peiran Wang
- RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process
2024/10/11 by Peiran Wang, Xiaogeng Liu, Wang, Peiran +3 · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Information and Cyber Security
- Fair-MoE: Fairness-Oriented Mixture of Experts in Vision-Language Models
2025/02/10 by Peiran Wang, Wang, Peiran, Tong, Linjie +4 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection
2025/08/02 by Peiran Wang, Wang, Peiran, Yang Liu +14 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Topic Modeling
- What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis
2025/02/19 by Peiran Wang, Wang, Peiran, Yang Liu +7 · 1 citation
Neuroscience · Physics and Astronomy · Psychology · #Artificial Intelligence (cs.AI) #Cognitive Science and Education Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health Research Topics #Opinion Dynamics and Social Influence