Collection
Special Issue on Privacy and Security in Machine Learning
- Submission status
- Closed
Guest edited by Jin Li, Francesco Palmieri, and Changyu Dong
Editors
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Jin Li ,
Jin Li
Guangzhou University, Guangzhou, China
Pazhou Lab, China
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Francesco Palmieri
University of Salerno, Italy
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Changyu Dong
Guangzhou University, China
Articles (11 in this collection)
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Efficient approximation and privacy preservation algorithms for real time online evolving data streams
Authors
- Rahul A. Patil
- Pramod D. Patil
- Content type: OriginalPaper
- Published: 20 January 2024
- Article: 5
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TFPA: A traceable federated privacy aggregation protocol
Authors (first, second and last of 5)
- Xingyu Li
- Yucheng Long
- Jin Li
- Content type: OriginalPaper
- Published: 17 July 2023
- Pages: 3275 - 3301
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Explanation-based data-free model extraction attacks
Authors (first, second and last of 4)
- Anli Yan
- Ruitao Hou
- Xiaozhang Liu
- Content type: OriginalPaper
- Published: 02 June 2023
- Pages: 3081 - 3092
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Transfer learning based cascaded deep learning network and mask recognition for COVID-19
Authors (first, second and last of 5)
- Fengyin Li
- Xiaojiao Wang
- Junrong Ge
- Content type: OriginalPaper
- Published: 26 May 2023
- Pages: 2931 - 2946
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A stealthy and robust backdoor attack via frequency domain transform
Authors (first, second and last of 5)
- Ruitao Hou
- Teng Huang
- Weixuan Tang
- Content type: OriginalPaper
- Published: 10 May 2023
- Pages: 2767 - 2783
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On-chain repairing for multi-party data migration
Authors (first, second and last of 5)
- Wenchao Jiang
- Weiqi Dai
- Sui Lin
- Content type: OriginalPaper
- Published: 09 May 2023
- Pages: 2749 - 2766
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GANAD: A GAN-based method for network anomaly detection
Authors (first, second and last of 5)
- Jie Fu
- Lina Wang
- Rongwei Yu
- Content type: OriginalPaper
- Published: 09 May 2023
- Pages: 2727 - 2748
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Beyond model splitting: Preventing label inference attacks in vertical federated learning with dispersed training
Authors (first, second and last of 7)
- Yilei Wang
- Qingzhe Lv
- Tao Li
- Content type: OriginalPaper
- Published: 08 May 2023
- Pages: 2691 - 2707
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DFedSN: Decentralized federated learning based on heterogeneous data in social networks
Authors
- Yikuan Chen
- Li Liang
- Wei Gao
- Content type: OriginalPaper
- Published: 18 April 2023
- Pages: 2545 - 2568
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NAH: neighbor-aware attention-based heterogeneous relation network model in E-commerce recommendation
Authors (first, second and last of 10)
- Nan Jiang
- Zihao Hu
- Fengtao Lin
- Content type: OriginalPaper
- Published: 10 March 2023
- Pages: 2373 - 2394