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Zhu, Tianqing

  1. The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies
    2024/07/28 by He, Feng, Zhu, Tianqing, Ye, Dayong +3 · 21 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  2. Local Differential Privacy and Its Applications: A Comprehensive Survey
    2020/08/09 by Mengmeng Yang, Lingjuan Lyu, Yang, Mengmeng +7 · 9 citations
    Computer Science · Social Sciences · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
  3. Unique Security and Privacy Threats of Large Language Models: A Comprehensive Survey
    2024/06/12 by Wang, Shang, Zhu, Tianqing, Liu, Bo +4 · 13 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  4. One Parameter Defense -- Defending against Data Inference Attacks via Differential Privacy
    2022/03/13 by Dayong Ye, Sheng Shen, Ye, Dayong +7 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  5. Machine Unlearning: A Survey
    2023/06/06 by Heng Xu, Tianqing Zhu, Xu, Heng +7 · 6 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  6. Correlated Data in Differential Privacy: Definition and Analysis
    2020/08/01 by Zhang, Tao, Zhu, Tianqing, Liu, Renping +1 · 3 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  7. DP-Image: Differential Privacy for Image Data in Feature Space
    2021/03/12 by Xue, Hanyu, Liu, Bo, Ding, Ming +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  8. 3DRealCar: An In-the-wild RGB-D Car Dataset with 360-degree Views
    2024/06/07 by Du, Xiaobiao, Wang, Yida, Sun, Haiyang +8 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Machine Unlearning via Null Space Calibration
    2024/04/21 by Chen, Huiqiang, Zhu, Tianqing, Yu, Xin +1 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Privacy Intelligence: A Survey on Image Privacy in Online Social Networks
    2020/08/27 by Liu, Chi, Zhu, Tianqing, Zhang, Jun +1 · 3 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  11. When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?
    2024/10/20 by Shang Wang, Wang, Shang, Tianqing Zhu +5 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications #Topic Modeling #cs.CL #cs.CR
  12. Vertical Federated Unlearning via Backdoor Certification
    2024/12/16 by Han, Mengde, Tianqing Zhu, Lefeng Zhang +6 · 4 citations
    Computer Science · Neuroscience · #Energy Efficient Wireless Sensor Networks #Advanced Data Compression Techniques #Brain Tumor Detection and Classification
  13. Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions
    2024/06/16 by Laiqiao Qin, Tianqing Zhu, Qin, Laiqiao +5 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
  14. Privacy and Fairness in Federated Learning: on the Perspective of Trade-off
    2023/06/25 by Huiqiang Chen, Tianqing Zhu, Chen, Huiqiang +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  15. Federated Learning with Blockchain-Enhanced Machine Unlearning: A Trustworthy Approach
    2024/05/27 by Zuo, Xuhan, Wang, Minghao, Zhu, Tianqing +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  16. Federated TrustChain: Blockchain-Enhanced LLM Training and Unlearning
    2024/06/06 by Zuo, Xuhan, Wang, Minghao, Zhu, Tianqing +4 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  17. DreamCar: Leveraging Car-specific Prior for in-the-wild 3D Car Reconstruction
    2024/07/24 by Du, Xiaobiao, Sun, Haiyang, Lu, Ming +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers
    2022/10/20 by Zhang, Guangsheng, Liu, Bo, Tian, Huan +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  19. Query-Efficient Video Adversarial Attack with Stylized Logo
    2024/08/22 by Tang, Duoxun, Cao, Yuxin, Xiao, Xi +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  20. SoK: Bitcoin Layer Two (L2)
    2024/09/04 by Minfeng Qi, Qin Wang, Qi, Minfeng +13 · 2 citations
    Computer Science · #Blockchain Technology Applications and Security
  21. Low-frequency Image Deep Steganography: Manipulate the Frequency Distribution to Hide Secrets with Tenacious Robustness
    2023/03/23 by Huajie Chen, Chen, Huajie, Tianqing Zhu +9 · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis
  22. Generative Adversarial Networks Unlearning
    2023/08/19 by Sun, Hui, Tianqing Zhu, Zhu, Tianqing +4 · 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)
  23. Large Language Models for Link Stealing Attacks Against Graph Neural Networks
    2024/06/22 by Faqian Guan, Tianqing Zhu, Guan, Faqian +6 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  24. Machine Unlearning on Pre-trained Models by Residual Feature Alignment Using LoRA
    2024/11/13 by Qin, Laiqiao, Zhu, Tianqing, Wang, Linlin +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Reinforcement Unlearning
    2023/12/26 by Dayong Ye, Ye, Dayong, Tianqing Zhu +12 · 1 citation
    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 (cs.LG) #Privacy-Preserving Technologies in Data
  26. Towards A Hybrid Quantum Differential Privacy
    2025/01/14 by Song, Baobao, Pokhrel, Shiva Raj, Vasilakos, Athanasios V. +2 · 3 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
  27. Class Machine Unlearning for Complex Data via Concepts Inference and Data Poisoning
    2024/05/24 by Chang, Wenhan, Zhu, Tianqing, Xu, Heng +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives
    2024/06/16 by Linlin Wang, Wang, Linlin, Tianqing Zhu +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data
  29. Don't Forget Too Much: Towards Machine Unlearning on Feature Level
    2024/06/16 by Heng Xu, Tianqing Zhu, Xu, Heng +5 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning and Data Classification
  30. Really Unlearned? Verifying Machine Unlearning via Influential Sample Pairs
    2024/06/16 by Heng Xu, Xu, Heng, Tianqing Zhu +5 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Neural Networks and Applications
  31. QUEEN: Query Unlearning against Model Extraction
    2024/07/01 by Huajie Chen, Tianqing Zhu, Chen, Huajie +11 · 1 citation
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning and Data Classification #Neural Networks and Applications
  32. Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems
    2025/07/07 by Congcong Zhu, Xie, Yizhe, Zhu, Congcong +10 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection
  33. Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs
    2025/06/13 by Wang, Linlin, Zhu, Tianqing, Qin, Laiqiao +2 · 2 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. AFed: Algorithmic Fair Federated Learning
    2025/01/06 by Huiqiang Chen, Chen, Huiqiang, Tianqing Zhu +5 · 1 citation
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI