Andy Zhou
- Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
2023/10/06 by Andy Zhou, Zhou, Andy, Kai Yan +7 · 1 voice · 66 citations
Computer Science · #Topic Modeling #Reinforcement Learning in Robotics #AI-based Problem Solving and Planning
- Tamper-Resistant Safeguards for Open-Weight LLMs
2024/08/01 by Rishub Tamirisa, Tamirisa, Rishub, Bhrugu Bharathi +27 · 25 citations
Engineering · #Radiation Effects in Electronics #Electrostatic Discharge in Electronics #Electrical Fault Detection and Protection
- AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies
2024/07/11 by Yi Zeng, Yu Yang, Zeng, Yi +21 · 1 voice · 18 citations
#cs.CY #cs.AI
- RedCode: Risky Code Execution and Generation Benchmark for Code Agents
2024/11/12 by Chengquan Guo, Xun Liu, Guo, Chengquan +13 · 25 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Security and Verification in Computing #Software Engineering (cs.SE)
- Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters
2024/05/30 by Haibo Jin, Jin, Haibo, Andy Zhou +5 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptographic Implementations and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
- GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models
2024/02/05 by Haibo Jin, Ruoxi Chen, Jin, Haibo +6 · 7 citations
Social Sciences · Medicine · Computer Science · #Artificial Intelligence in Law #Artificial Intelligence in Healthcare and Education #Digital and Cyber Forensics
- AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
2025/03/20 by Andy Zhou, Zhou, Andy, Kevin Wu +17 · 11 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Security and Verification in Computing
- KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data
2024/10/10 by Andy Zhou, Zhou, Andy, Xiaojun Xu +10 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
2025/03/19 by Chejian Xu, Xu, Chejian, Jiawei Zhang +44 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation