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2020 – today
- 2024
[j18]Heng Xu
, Tianqing Zhu, Lefeng Zhang, Wanlei Zhou, Philip S. Yu:
Machine Unlearning: A Survey. ACM Comput. Surv. 56(1): 9:1-9:36 (2024)- [i7]Xuhan Zuo, Minghao Wang, Tianqing Zhu, Lefeng Zhang, Shui Yu, Wanlei Zhou:
Federated Learning with Blockchain-Enhanced Machine Unlearning: A Trustworthy Approach. CoRR abs/2405.20776 (2024) - [i6]Xuhan Zuo, Minghao Wang, Tianqing Zhu, Lefeng Zhang, Dayong Ye, Shui Yu, Wanlei Zhou:
Federated TrustChain: Blockchain-Enhanced LLM Training and Unlearning. CoRR abs/2406.04076 (2024) - [i5]Heng Xu, Tianqing Zhu, Lefeng Zhang, Wanlei Zhou:
Really Unlearned? Verifying Machine Unlearning via Influential Sample Pairs. CoRR abs/2406.10953 (2024) - [i4]Heng Xu, Tianqing Zhu, Lefeng Zhang, Wanlei Zhou, Wei Zhao:
Towards Efficient Target-Level Machine Unlearning Based on Essential Graph. CoRR abs/2406.10954 (2024) - [i3]Heng Xu, Tianqing Zhu, Lefeng Zhang, Wanlei Zhou, Philip S. Yu:
Update Selective Parameters: Federated Machine Unlearning Based on Model Explanation. CoRR abs/2406.12516 (2024) - [i2]Huajie Chen, Tianqing Zhu, Lefeng Zhang, Bo Liu, Derui Wang, Wanlei Zhou, Minhui Xue:
QUEEN: Query Unlearning against Model Extraction. CoRR abs/2407.01251 (2024) - 2023
- [j17]Shan Zhao, Lefeng Zhang, Ping Xiong:
PriFace: a privacy-preserving face recognition framework under untrusted server. J. Ambient Intell. Humaniz. Comput. 14(3): 2967-2979 (2023) - [j16]Lefeng Zhang, Tianqing Zhu, Farookh Khadeer Hussain, Dayong Ye, Wanlei Zhou:
A Game-Theoretic Method for Defending Against Advanced Persistent Threats in Cyber Systems. IEEE Trans. Inf. Forensics Secur. 18: 1349-1364 (2023) - [j15]Lefeng Zhang, Tianqing Zhu, Haibin Zhang, Ping Xiong, Wanlei Zhou:
FedRecovery: Differentially Private Machine Unlearning for Federated Learning Frameworks. IEEE Trans. Inf. Forensics Secur. 18: 4732-4746 (2023) - [j14]Lefeng Zhang, Tianqing Zhu, Ping Xiong, Wanlei Zhou, Philip S. Yu:
A Robust Game-Theoretical Federated Learning Framework With Joint Differential Privacy. IEEE Trans. Knowl. Data Eng. 35(4): 3333-3346 (2023) - [j13]Lefeng Zhang, Tianqing Zhu, Ping Xiong, Wanlei Zhou, Philip S. Yu:
A Game-Theoretic Federated Learning Framework for Data Quality Improvement. IEEE Trans. Knowl. Data Eng. 35(11): 10952-10966 (2023) - [i1]Heng Xu, Tianqing Zhu, Lefeng Zhang, Wanlei Zhou, Philip S. Yu:
Machine Unlearning: A Survey. CoRR abs/2306.03558 (2023) - 2022
- [j12]Xiangyu Hu, Zhiping Jin, Lefeng Zhang, Andi Zhou, Dayong Ye:
Privacy preservation auction in a dynamic social network. Concurr. Comput. Pract. Exp. 34(16) (2022) - [j11]Lefeng Zhang, Guanghua Song, Danyang Zhu, Wei Ren, Ping Xiong:
Location privacy preservation through kernel transformation. Concurr. Comput. Pract. Exp. 34(16) (2022) - [j10]Lefeng Zhang, Tianqing Zhu, Ping Xiong, Wanlei Zhou, Philip S. Yu:
More than Privacy: Adopting Differential Privacy in Game-theoretic Mechanism Design. ACM Comput. Surv. 54(7): 136:1-136:37 (2022) - 2020
- [j9]Ping Xiong, Lefeng Zhang, Tianqing Zhu, Gang Li, Wanlei Zhou:
Private collaborative filtering under untrusted recommender server. Future Gener. Comput. Syst. 109: 511-520 (2020)
2010 – 2019
- 2019
- [j8]Ping Xiong, Danyang Zhu, Lefeng Zhang, Wei Ren, Tianqing Zhu:
Optimizing rewards allocation for privacy-preserving spatial crowdsourcing. Comput. Commun. 146: 85-94 (2019) - [j7]Lefeng Zhang, Ping Xiong, Wei Ren, Tianqing Zhu:
A differentially private method for crowdsourcing data submission. Concurr. Comput. Pract. Exp. 31(19) (2019) - 2018
- [j6]Zengping Wang, Lefeng Zhang, Guohuang Li, Lina Yang:
Active power and reactive power dispatch of wind farm based on wavelet learning. Int. J. Mach. Learn. Cybern. 9(2): 217-223 (2018) - [j5]Xiao Chen, Weidong Hu, Lefeng Zhang, Zhiguang Shi, Maisi Li:
Integration of Low-Cost GNSS and Monocular Cameras for Simultaneous Localization and Mapping. Sensors 18(7): 2193 (2018) - [c2]Lefeng Zhang, Ping Xiong, Tianqing Zhu:
A Differentially Private Method for Crowdsourcing Data Submission. PAKDD (Workshops) 2018: 142-148 - 2017
- [j4]Ping Xiong, Lefeng Zhang, Tianqing Zhu:
Reward-based spatial crowdsourcing with differential privacy preservation. Enterp. Inf. Syst. 11(10): 1500-1517 (2017) - 2016
- [j3]Ping Xiong, Lefeng Zhang, Tianqing Zhu:
Semantic analysis in location privacy preserving. Concurr. Comput. Pract. Exp. 28(6): 1884-1899 (2016) - 2015
- [j2]Lefeng Zhang, Zengping Wang:
Active Power Dispatch Plan among Units in DFIG Based Wind Farm. Int. J. Comput. Intell. Syst. 8(1): 44-52 (2015) - [j1]Zengping Wang, Lefeng Zhang, Guohuang Li:
The Active Power and Reactive Power Dispatch Plan of DFIG Based Wind Farm Considering Wind Power Curtailment. Int. J. Comput. Intell. Syst. 8(3): 553-560 (2015) - 2011
- [c1]Lefeng Zhang, Xiaoyong Du, Weidong Hu:
Returns Acquiring and HRRP Imaging for Radar Ship Target Recognition. ICDMA 2011: 1055-1059
Coauthor Index
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