Yige Li
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
2024/08/23 by Yige Li, Li, Yige, Hanxun Huang +7 · 20 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
- Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety
2025/02/02 by Xingjun Ma, Ma, Xingjun, Yifeng Gao +88 · 20 citations
Health Professions · Decision Sciences · Engineering · #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
- Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing
2024/05/28 by Wei Zhao, Zhe Li, Zhao, Wei +7 · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning #Digital and Cyber Forensics #Privacy-Preserving Technologies in Data
- AnyAttack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models
2024/10/07 by Jiaming Zhang, Zhang, Jiaming, Junhong Ye +12 · 9 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization
2024/11/18 by Nay Myat Min, Min, Nay Myat, L Pham +5 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models
2025/01/05 by Jiang, Peihai, Xixiang Lyu, Yige Li +4 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
2025/05/08 by Hanxun Huang, Huang, Hanxun, Sarah Erfani +7 · 5 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs
2025/02/25 by Wei Zhao, Zhe Li, Zhao, Wei +5 · 3 citations
Computer Science · Medicine · Physics and Astronomy · #Advanced Optical Sensing Technologies #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
- AttackVLA: Benchmarking Adversarial and Backdoor Attacks on Vision-Language-Action Models
2025/11/15 by Jiayu Li, Yunhan Zhao, Li, Jiayu +11 · 1 citation
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications #Ethics and Social Impacts of AI
- Propaganda AI: An Analysis of Semantic Divergence in Large Language Models
2025/04/15 by Nay Myat Min, Min, Nay Myat, Long Hoang Pham +5 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Misinformation and Its Impacts
- Bimetallic synergy and aggregation-induced emission enhanced electrochemiluminescence aptasensor for detection of aflatoxin B1
2026/07/21 by Hongyu Xue, Yige Li, YJ Li +7
Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced biosensing and bioanalysis techniques #Nanocluster Synthesis and Applications #Advanced Nanomaterials in Catalysis