Kaidi Xu
- Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Robustness Verification
2021/03/11 by Shiqi Wang, Wang, Shiqi, Huan Zhang +11 · 25 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers
2020/11/27 by Kaidi Xu, Huan Zhang, Xu, Kaidi +11 · 20 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
- TrustLLM: Trustworthiness in Large Language Models
2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 30 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
- Are Diffusion Models Vulnerable to Membership Inference Attacks?
2023/02/02 by Jinhao Duan, Duan, Jinhao, Fei Kong +7 · 17 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
- ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box\n Optimization
2019/10/14 by Xiangyi Chen, Sijia Liu, Chen, Xiangyi +11 · 10 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- I'm Spartacus, No, I'm Spartacus: Measuring and Understanding LLM Identity Confusion
2024/11/16 by Kun Li, Li, Kun, Shichao Zhuang +13 · 2 voices · 2 citations
Social Sciences · Computer Science · #Artificial Intelligence in Law #Library Science and Information Systems
- GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
2024/02/19 by Jinhao Duan, Duan, Jinhao, Renming Zhang +15 · 14 citations
Decision Sciences · #Auction Theory and Applications
- Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems
2020/06/15 by Qiyu Hu, Yunlong Cai, Hu, Qiyu +9 · 6 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
2024/03/18 by Junyuan Hong, Jinhao Duan, Hong, Junyuan +27 · 9 citations
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Cryptography and Data Security #FOS: Computer and information sciences
- Exposing the Fake: Effective Diffusion-Generated Images Detection
2023/07/12 by Ruipeng Ma, Jinhao Duan, Ma, Ruipeng +7 · 7 citations
Computer Science · #Chaos-based Image/Signal Encryption #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)
- Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?
2023/11/30 by Zhengyue Zhao, Jinhao Duan, Zhao, Zhengyue +9 · 6 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
- Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack
2023/08/23 by Ningfei Wang, Wang, Ningfei, Yunpeng Luo +7 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Structured Adversarial Attack: Towards General Implementation and Better Interpretability
2018/08/05 by Kaidi Xu, Xu, Kaidi, Sijia Liu +15 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Dynamic Adversarial Attacks on Autonomous Driving Systems
2023/12/10 by Amirhosein Chahe, Chahe, Amirhosein, Chenan Wang +7 · 5 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Manipulation Facing Threats: Evaluating Physical Vulnerabilities in End-to-End Vision Language Action Models
2024/09/20 by Hao Cheng, Erjia Xiao, Cheng, Hao +21 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Security and Verification in Computing
- Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise
2023/11/22 by Yixin Liu, Kaidi Xu, Liu, Yixin +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
- String Breaking Dynamics and Glueball Formation in a 2+1D Lattice Gauge Theory
2025/07/02 by Kaidi Xu, Umberto Borla, Xu, Kaidi +5 · 12 citations
Computer Science · Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Theory (hep-th) #Quantum Computing Algorithms and Architecture #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech)
- Secrecy Rate Maximization of RIS-assisted SWIPT Systems: A Two-Timescale Beamforming Design Approach
2022/11/30 by Zhao, Ming-Min, Kaidi Xu, Xu, Kaidi +5 · 3 citations
Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #Energy Harvesting in Wireless Networks
- Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation
2023/06/02 by Zhengyue Zhao, Jinhao Duan, Zhao, Zhengyue +15 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning
2021/02/20 by Ren Wang, Kaidi Xu, Wang, Ren +11 · 2 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Thermal Regulation in Medicine
- Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model
2024/02/29 by Hao Cheng, Erjia Xiao, Cheng, Hao +15 · 3 citations
Computer Science · Social Sciences · #Authorship Attribution and Profiling #Misinformation and Its Impacts #Hate Speech and Cyberbullying Detection
- DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization
2024/08/18 by Pucheng Dang, Dang, Pucheng, Xing Hu +9 · 3 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Berberine and alkaloids research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Semantic Adversarial Attacks via Diffusion Models
2023/09/14 by Chenan Wang, Wang, Chenan, Jinhao Duan +9 · 2 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
2019/03/23 by Shaokai Ye, Xiaoyu Feng, Ye, Shaokai +26 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Speech and Audio Processing
- Adversarial T-shirt! Evading Person Detectors in A Physical World
2019/10/18 by Kaidi Xu, Gaoyuan Zhang, Xu, Kaidi +16 · 1 voice
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
- Not Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models
2024/12/07 by Hao Cheng, Cheng, Hao, Erjia Xiao +14 · 2 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Ocular and Laser Science Research #Performance (cs.PF)
- Exploring Typographic Visual Prompts Injection Threats in Cross-Modality Generation Models
2025/03/14 by Hao Cheng, Erjia Xiao, Cheng, Hao +19 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Audit and Improve Robustness of Private Neural Networks on Encrypted Data
2022/09/20 by Jiaqi Xue, Xue, Jiaqi, Lei Xu +9 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach
2025/02/05 by Xianghua Zhang, Kaidi Xu, Zhang, Xu +5 · 1 citation
Decision Sciences · Business, Management and Accounting · Computer Science · #Forecasting Techniques and Applications #Facility Location and Emergency Management #Expert finding and Q&A systems
- FaithCoT-Bench: Benchmarking Instance-Level Faithfulness of Chain-of-Thought Reasoning
2025/10/05 by Xu Shen, Shen, Xu, Song Wang +11 · 2 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Religion, Spirituality, and Psychology