Tianqing Zhu
- Local Differential Privacy and Its Applications: A Comprehensive Survey
2020/08/09 by Mengmeng Yang, Yang, Mengmeng, Lingjuan Lyu +7 · 8 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
- 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
- Machine Unlearning: A Survey
2023/06/06 by Heng Xu, Xu, Heng, Tianqing Zhu +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
- The Frontier of Data Erasure: A Survey on Machine Unlearning for Large Language Models
2025/01/01 by Youyang Qu, Ming Ding, Nan Sun +3 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning and Data Classification
- When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?
2024/10/20 by Shang Wang, Tianqing Zhu, Wang, Shang +5 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications #Topic Modeling #cs.CL #cs.CR
- Vertical Federated Unlearning via Backdoor Certification
2024/12/16 by Tianqing Zhu, Han, Mengde, Zhu, Tianqing +6 · 4 citations
Computer Science · Neuroscience · #Energy Efficient Wireless Sensor Networks #Advanced Data Compression Techniques #Brain Tumor Detection and Classification
- Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions
2024/06/16 by Laiqiao Qin, Qin, Laiqiao, Tianqing Zhu +5 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
- 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
- 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
- Low-frequency Image Deep Steganography: Manipulate the Frequency Distribution to Hide Secrets with Tenacious Robustness
2023/03/23 by Huajie Chen, Tianqing Zhu, Chen, Huajie +9 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis
- Generative Adversarial Networks Unlearning
2023/08/19 by Tianqing Zhu, Sun, Hui, 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)
- Large Language Models for Link Stealing Attacks Against Graph Neural Networks
2024/06/22 by Faqian Guan, Guan, Faqian, Tianqing Zhu +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)
- 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
- Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives
2024/06/16 by Linlin Wang, Tianqing Zhu, Wang, Linlin +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data
- 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
- Really Unlearned? Verifying Machine Unlearning via Influential Sample Pairs
2024/06/16 by Heng Xu, Tianqing Zhu, Xu, Heng +5 · 1 citation
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Neural Networks and Applications
- 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
- AFed: Algorithmic Fair Federated Learning
2025/01/06 by Huiqiang Chen, Tianqing Zhu, Chen, Huiqiang +5 · 1 citation
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI
- Causal Discovery with Inverted Self-attention for Multivariate Time Series
2026/07/30 by Yusen Liu, Yong Wang, Yifan Yin +3
Computer Science · #cs.CL #cs.LG
- Dual Inversion for Text-to-Image Diffusion Models: From Both Prompt and Noise Perspectives
2026/07/29 by Xiaolong Liu, Junjian Li, Yuan Xiao +4
Computer Science · #cs.AI #cs.CV #cs.MM