Shouwei Ruan

1. Exploring the Robustness of Decision-Level Through Adversarial Attacks on LLM-Based Embodied Models
   2024/05/30 by S. Liu, Jiawei Chen, Liu, Shuyuan +7 · 11 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Multimedia (cs.MM)
2. ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints
   2022/10/08 by Yinpeng Dong, Dong, Yinpeng, Shouwei Ruan +9 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Towards Viewpoint-Invariant Visual Recognition via Adversarial Training
   2023/07/16 by Shouwei Ruan, Ruan, Shouwei, Yinpeng Dong +9 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Towards Transferable Targeted 3D Adversarial Attack in the Physical World
   2023/12/15 by Yao Huang, Huang, Yao, Yinpeng Dong +9 · 3 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
5. Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space
   2025/05/27 by Yao Huang, Yitong Sun, Huang, Yao +9 · 8 citations
   Computer Science · #Cybercrime and Law Enforcement Studies
6. Real-world Adversarial Defense against Patch Attacks based on Diffusion Model
   2024/09/14 by Xingxing Wei, Caixin Kang, Wei, Xingxing +11 · 1 citation
   Computer Science · Social Sciences · #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 #Forensic Fingerprint Detection Methods #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
7. The Path to Reconciling Quality and Safety in Text-to-Image Generation: Dataset, Method, and Evaluation
   2025/04/19 by Shouwei Ruan, Ruan, Shouwei, Zhenyu Wu +13 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
8. OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations
   2024/12/03 by Caixin Kang, Yubo Chen, Kang, Caixin +13 · 1 citation
   Computer Science · #Face recognition and analysis