Xiang, Chong
- Generating 3D Adversarial Point Clouds
2018/09/19 by Chong Xiang, Charles R. Qi, Xiang, Chong +3 · 14 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #High-Velocity Impact and Material Behavior #Machine Learning (cs.LG)
- Certifiably Robust RAG against Retrieval Corruption
2024/05/24 by Chong Xiang, Tong Wu, Xiang, Chong +9 · 20 citations
Computer Science · #Face and Expression Recognition #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning
- Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
2024/10/09 by Wu, Tong, Zhang, Shujian, Song, Kaiqiang +7 · 17 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Effectively Controlling Reasoning Models through Thinking Intervention
2025/03/31 by Tong Wu, Chong Xiang, Wu, Tong +7 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier
2021/08/20 by Chong Xiang, Saeed Mahloujifar, Xiang, Chong +3 · 4 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) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks
2021/02/05 by Chong Xiang, Xiang, Chong, Prateek Mittal +1 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #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)
- Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?
2021/04/19 by Sehwag, Vikash, Mahloujifar, Saeed, Handina, Tinashe +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking
2022/02/03 by Chong Xiang, Xiang, Chong, Alexander Valtchanov +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PatchGuard++: Efficient Provable Attack Detection against Adversarial Patches
2021/04/26 by Chong Xiang, Prateek Mittal, Xiang, Chong +1 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Security and Verification in Computing
- PatchCURE: Improving Certifiable Robustness, Model Utility, and Computation Efficiency of Adversarial Patch Defenses
2023/10/19 by Chong Xiang, Xiang, Chong, Tong Wu +9 · 1 citation
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Nuclear Materials and Properties #Security and Verification in Computing
- Mitigating Indirect Prompt Injection via Instruction-Following Intent Analysis
2025/11/30 by Mintong Kang, Kang, Mintong, Chong Xiang +9 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Topic Modeling