Yihao Huang

1. Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
   2024/05/31 by Xiaojun Jia, Tianyu Pang, Jia, Xiaojun +13 · 22 citations
   Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
2. JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks
   2023/12/17 by Xiaoyu Zhang, Cen Zhang, Zhang, Xiaoyu +14 · 17 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
3. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
   2025/04/22 by Kun Wang, Wang, Kun, Guibin Zhang +193 · 27 citations
   Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
4. Understanding the Effectiveness of Coverage Criteria for Large Language Models: A Special Angle from Jailbreak Attacks
   2024/08/27 by Shide Zhou, Tianlin Li, Zhou, Shide +11 · 4 citations
   Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
5. A Vision for Auto Research with LLM Agents
   2025/04/26 by Chengwei Liu, Chong Wang, Liu, Chengwei +34 · 6 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Scientific Computing and Data Management #Topic Modeling
6. HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models
   2024/08/25 by Sensen Gao, Gao, Sensen, Xiaojun Jia +12 · 3 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #Digital and Cyber Forensics #FOS: Computer and information sciences
7. FakeLocator: Robust Localization of GAN-Based Face Manipulations
   2020/01/27 by Yihao Huang, Huang, Yihao, Felix Juefei-Xu +7 · 1 citation
   Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis
8. PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models
   2025/01/07 by Lingzhi Yuan, Yuan, Lingzhi, Xinfeng Li +15 · 3 citations
   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 #Hate Speech and Cyberbullying Detection
9. Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack
   2024/11/04 by Xiaojun Jia, Jia, Xiaojun, Sensen Gao +15 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
10. PECANN: Parallel Efficient Clustering with Graph-Based Approximate Nearest Neighbor Search
    2023/12/06 by Shangdi Yu, Joshua Engels, Yu, Shangdi +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Graph Theory and Algorithms
11. On the Robustness of Segment Anything
    2023/05/25 by Yihao Huang, Huang, Yihao, Yue Cao +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. FREPA: An Automated and Formal Approach to Requirement Modeling and Analysis in Aircraft Control Domain
    2023/06/02 by Jincao Feng, Feng, Jincao, Weikai Miao +19 · 1 citation
    Computer Science · #Advanced Software Engineering Methodologies #FOS: Computer and information sciences #Formal Methods in Verification #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE)
13. TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation
    2023/12/03 by Xiaojun Jia, Jia, Xiaojun, Jindong Gu +11 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. Texture Re-scalable Universal Adversarial Perturbation
    2024/06/10 by Yihao Huang, Huang, Yihao, Qing Guo +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Advanced Vision and Imaging #Industrial Vision Systems and Defect Detection
15. Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake
    2024/05/28 by Yang Di, Yang, Di, Yihao Huang +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
16. Global Challenge for Safe and Secure LLMs Track 1
    2024/11/21 by Xiaojun Jia, Yihao Huang, Jia, Xiaojun +57 · 1 citation
    Computer Science · #Law, AI, and Intellectual Property