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Jinyuan Jia

  1. Local Model Poisoning Attacks to Byzantine-Robust Federated Learning
    2019/11/26 by Minghong Fang, Fang, Minghong, Xiaoyu Cao +5 · 56 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Anomaly Detection Techniques and Applications
  2. Formalizing and Benchmarking Prompt Injection Attacks and Defenses
    2023/10/19 by Yupei Liu, Liu, Yupei, Yuqi Jia +7 · 77 citations
    Computer Science · #Security and Verification in Computing #Advanced Malware Detection Techniques #Internet Traffic Analysis and Secure E-voting
  3. SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
    2024/02/14 by Zhangchen Xu, Xu, Zhangchen, Fengqing Jiang +9 · 53 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Digital and Cyber Forensics #Advanced Malware Detection Techniques
  4. DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks
    2025/04/15 by Yupei Liu, Liu, Yupei, Yuqi Jia +7 · 39 citations
    Engineering · Computer Science · #Smart Grid Security and Resilience #Adversarial Robustness in Machine Learning #Security and Verification in Computing
  5. MemGuard: Defending against Black-Box Membership Inference Attacks via\n Adversarial Examples
    2019/09/23 by Jinyuan Jia, Jia, Jinyuan, Ahmed Salem +6 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data
  6. BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning
    2021/08/01 by Jinyuan Jia, Jia, Jinyuan, Yupei Liu +3 · 8 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) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Stealing Links from Graph Neural Networks
    2020/05/05 by Xinlei He, He, Xinlei, Jinyuan Jia +7 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  8. Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks
    2020/08/11 by Jinyuan Jia, Xiaoyu Cao, Jia, Jinyuan +3 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Provably Robust Multi-bit Watermarking for AI-generated Text
    2024/01/30 by Wenjie Qu, Qu, Wenjie, Tianyang Tao +12 · 11 citations
    Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Vehicle License Plate Recognition
  10. Backdoor Attacks to Graph Neural Networks
    2020/06/19 by Zaixi Zhang, Jinyuan Jia, Zhang, Zaixi +5 · 5 citations
    Computer Science · Social Sciences · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Terrorism, Counterterrorism, and Political Violence
  11. Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks
    2020/12/07 by Jinyuan Jia, Yupei Liu, Jia, Jinyuan +5 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information
    2022/10/20 by Xiaoyu Cao, Cao, Xiaoyu, Jinyuan Jia +5 · 6 citations
    Computer Science · Medicine · #Network Security and Intrusion Detection #Machine Learning in Healthcare #COVID-19 diagnosis using AI
  13. Foot-In-The-Door: A Multi-turn Jailbreak for LLMs
    2025/02/27 by Zixuan Weng, Xiaolong Jin, Weng, Zixuan +5 · 14 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Topic Modeling #Ethics and Social Impacts of AI
  14. Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation
    2020/08/24 by Binghui Wang, Jinyuan Jia, Wang, Binghui +5 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  15. TextGuard: Provable Defense against Backdoor Attacks on Text Classification
    2023/11/19 by Hengzhi Pei, Pei, Hengzhi, Jinyuan Jia +7 · 6 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Web Application Security Vulnerabilities
  16. Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data
    2021/11/22 by Yongji Wu, Wu, Yongji, Xiaoyu Cao +5 · 4 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
  17. AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning
    2018/05/13 by Jinyuan Jia, Jia, Jinyuan, Neil Zhenqiang Gong +1 · 3 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  18. Calibrate: Frequency Estimation and Heavy Hitter Identification with Local Differential Privacy via Incorporating Prior Knowledge
    2018/12/05 by Jinyuan Jia, Jia, Jinyuan, Neil Zhenqiang Gong +1 · 2 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Human Mobility and Location-Based Analysis
  19. CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning
    2022/11/15 by Jinghuai Zhang, Zhang, Jinghuai, Hongbin Liu +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning
    2021/08/25 by Hongbin Liu, Liu, Hongbin, Jinyuan Jia +5 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
  21. Structure-based Sybil Detection in Social Networks via Local Rule-based Propagation
    2018/03/12 by Binghui Wang, Jinyuan Jia, Wang, Binghui +5 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  22. Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation
    2018/12/04 by Binghui Wang, Wang, Binghui, Jinyuan Jia +3 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spam and Phishing Detection
  23. FCert: Certifiably Robust Few-Shot Classification in the Era of Foundation Models
    2024/04/12 by Yanting Wang, Wei Zou, Wang, Yanting +3 · 2 citations
    Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hydraulic Fracturing and Reservoir Analysis
  24. On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused?
    2023/10/02 by Hangfan Zhang, Zhimeng Guo, Zhang, Hangfan +13 · 2 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Artificial Intelligence in Law #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  25. Distributed Backdoor Attacks on Federated Graph Learning and Certified Defenses
    2024/07/12 by Yuxin Yang, Yang, Yuxin, Qiang Li +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning
  26. StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning
    2022/01/15 by Yupei Liu, Jinyuan Jia, Liu, Yupei +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  27. PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning
    2022/05/13 by Hongbin Liu, Jinyuan Jia, Liu, Hongbin +3 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #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)
  28. PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees
    2023/03/03 by Jinghuai Zhang, Zhang, Jinghuai, Jinyuan Jia +5 · 1 citation
    Computer Science · Environmental 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 #Remote Sensing and LiDAR Applications
  29. PORE: Provably Robust Recommender Systems against Data Poisoning Attacks
    2023/03/26 by Jinyuan Jia, Jia, Jinyuan, Yupei Liu +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Spam and Phishing Detection
  30. TracLLM: A Generic Framework for Attributing Long Context LLMs
    2025/06/04 by Yanting Wang, Wei Zou, Wang, Yanting +5 · 4 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning
  31. Graph Neural Network Explanations are Fragile
    2024/06/05 by Jiate Li, Li, Jiate, Meng Pang +7 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning
  32. SecInfer: Preventing Prompt Injection via Inference-time Scaling
    2025/09/29 by Liu, Yupei, Yanting Wang, Wang, Yanting +5 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Visualization and Analytics #FOS: Computer and information sciences #Scientific Computing and Data Management
  33. Data Free Backdoor Attacks
    2024/12/09 by Bochuan Cao, Cao, Bochuan, Jinyuan Jia +13 · 1 citation
    Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Information and Cyber Security
  34. Stealing Training Graphs from Graph Neural Networks
    2024/11/17 by Minhua Lin, Lin, Minhua, Enyan Dai +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks