Zhang, Lefeng
- 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
- Vertical Federated Unlearning via Backdoor Certification
2024/12/16 by Han, Mengde, Tianqing Zhu, Lefeng Zhang +6 · 5 citations
Computer Science · Neuroscience · #Energy Efficient Wireless Sensor Networks #Advanced Data Compression Techniques #Brain Tumor Detection and Classification
- Federated Learning with Blockchain-Enhanced Machine Unlearning: A Trustworthy Approach
2024/05/27 by Zuo, Xuhan, Wang, Minghao, Zhu, Tianqing +3 · 3 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)
- 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
- Really Unlearned? Verifying Machine Unlearning via Influential Sample Pairs
2024/06/16 by Heng Xu, Tianqing Zhu, Xu, Heng +5 · 2 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Neural Networks and Applications
- QUEEN: Query Unlearning against Model Extraction
2024/07/01 by Huajie Chen, Tianqing Zhu, Chen, Huajie +11 · 2 citations
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
- Update Selective Parameters: Federated Machine Unlearning Based on Model Explanation
2024/06/18 by Heng Xu, Xu, Heng, Tianqing Zhu +7 · 1 citation
Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)