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Huang, Yihao

  1. Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
    2024/05/31 by Xiaojun Jia, Jia, Xiaojun, Tianyu Pang +13 · 34 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, Zhang, Xiaoyu, Cen Zhang +14 · 21 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  3. Countering Malicious DeepFakes: Survey, Battleground, and Horizon
    2021/02/27 by Felix Juefei-Xu, Juefei-Xu, Felix, Run Wang +9 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  4. FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction
    2020/06/13 by Yihao Huang, Felix Juefei-Xu, Huang, Yihao +17 · 6 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  5. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 42 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  6. Perception-guided Jailbreak against Text-to-Image Models
    2024/08/20 by Yihao Huang, Huang, Yihao, Liang Le +13 · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #Digital and Cyber Forensics #FOS: Computer and information sciences
  7. Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization
    2024/05/23 by Huang, Yihao, Wang, Chong, Jia, Xiaojun +5 · 10 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Evading DeepFake Detectors via Adversarial Statistical Consistency
    2023/04/23 by Hou, Yang, Guo, Qing, Huang, Yihao +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  9. FakeLocator: Robust Localization of GAN-Based Face Manipulations
    2020/01/27 by Yihao Huang, Huang, Yihao, Felix Juefei-Xu +7 · 3 citations
    Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis
  10. Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering
    2020/09/19 by Huang, Yihao, Juefei-Xu, Felix, Guo, Qing +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Understanding the Effectiveness of Coverage Criteria for Large Language Models: A Special Angle from Jailbreak Attacks
    2024/08/27 by Shide Zhou, Zhou, Shide, Tianlin Li +11 · 5 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  12. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
    2023/05/18 by Huang, Yihao, Juefei-Xu, Felix, Guo, Qing +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models
    2024/08/25 by Sensen Gao, Gao, Sensen, Xiaojun Jia +12 · 5 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
  14. PECANN: Parallel Efficient Clustering with Graph-Based Approximate Nearest Neighbor Search
    2023/12/06 by Shangdi Yu, Joshua Engels, Yu, Shangdi +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Graph Theory and Algorithms
  15. Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
    2025/05/27 by Jia, Xiaojun, Gao, Sensen, Qin, Simeng +7 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation
    2023/12/03 by Xiaojun Jia, Jia, Xiaojun, Jindong Gu +11 · 3 citations
    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
  17. On the Robustness of Segment Anything
    2023/05/25 by Yihao Huang, Yue Cao, Huang, Yihao +13 · 2 citations
    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
  18. PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models
    2025/01/07 by Lingzhi Yuan, Yuan, Lingzhi, Xinfeng Li +15 · 5 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
  19. A Vision for Auto Research with LLM Agents
    2025/04/26 by Chengwei Liu, Liu, Chengwei, Chong Wang +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
  20. Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack
    2024/11/04 by Xiaojun Jia, Sensen Gao, Jia, Xiaojun +15 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
  21. Amora: Black-box Adversarial Morphing Attack
    2019/12/09 by Wang, Run, Juefei-Xu, Felix, Guo, Qing +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  22. ALA: Naturalness-aware Adversarial Lightness Attack
    2022/01/16 by Huang, Yihao, Sun, Liangru, Guo, Qing +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Improving Robustness of LiDAR-Camera Fusion Model against Weather Corruption from Fusion Strategy Perspective
    2024/02/05 by Huang, Yihao, Yu, Kaiyuan, Guo, Qing +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. FREPA: An Automated and Formal Approach to Requirement Modeling and Analysis in Aircraft Control Domain
    2023/06/02 by Jincao Feng, Weikai Miao, Feng, Jincao +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)
  25. Natural & Adversarial Bokeh Rendering via Circle-of-Confusion Predictive Network
    2021/11/25 by Yihao Huang, Huang, Yihao, Felix Juefei-Xu +7 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image Processing Techniques and Applications
  26. MIP: CLIP-based Image Reconstruction from PEFT Gradients
    2024/02/26 by Peiheng Zhou, Zhou, Peiheng, Ming Hu +9 · 1 citation
    Medicine · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Nuclear Physics and Applications
  27. What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context for Multi-Hop QA
    2024/12/17 by Chang, Zhiyuan, Li, Mingyang, Jia, Xiaojun +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. 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
  29. 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
  30. NeuSemSlice: Towards Effective DNN Model Maintenance via Neuron-level Semantic Slicing
    2024/07/26 by Zhou, Shide, Li, Tianlin, Huang, Yihao +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  31. Global Challenge for Safe and Secure LLMs Track 1
    2024/11/21 by Xiaojun Jia, Jia, Xiaojun, Yihao Huang +57 · 1 citation
    Computer Science · #Law, AI, and Intellectual Property
  32. Seeing It Before It Happens: In-Generation NSFW Detection for Diffusion-Based Text-to-Image Models
    2025/08/05 by Yang, Fan, Huang, Yihao, Zhu, Jiayi +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Privacy Protection Against Personalized Text-to-Image Synthesis via Cross-image Consistency Constraints
    2025/04/17 by Wang, Guanyu, Wang, Kailong, Huang, Yihao +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models
    2025/03/17 by Jia, Xiaojun, Gao, Sensen, Qin, Simeng +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences