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DSBP:Data-Free and Swift Backdoor Purification for Trustworthy Federated Learning via Multi-Teacher Adversarial Distillation

李高磊 伍军 李建华 赵媛媛 连慧娟 郑龙飞

计算机科学技术学报(英文版)2025,Vol.40Issue(6):1563-1576,14.
计算机科学技术学报(英文版)2025,Vol.40Issue(6):1563-1576,14.DOI:10.1007/s11390-025-4366-7

DSBP:Data-Free and Swift Backdoor Purification for Trustworthy Federated Learning via Multi-Teacher Adversarial Distillation

DSBP:Data-Free and Swift Backdoor Purification for Trustworthy Federated Learning via Multi-Teacher Adversarial Distillation

李高磊 1伍军 1李建华 1赵媛媛 1连慧娟 1郑龙飞1

作者信息

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摘要

关键词

federated learning(FL)/multi-teacher distillation/backdoor attack/data-free/backdoor purification

Key words

federated learning(FL)/multi-teacher distillation/backdoor attack/data-free/backdoor purification

引用本文复制引用

李高磊,伍军,李建华,赵媛媛,连慧娟,郑龙飞..DSBP:Data-Free and Swift Backdoor Purification for Trustworthy Federated Learning via Multi-Teacher Adversarial Distillation[J].计算机科学技术学报(英文版),2025,40(6):1563-1576,14.

基金项目

This work was supported by the National Natural Science Foundation of China under Grant Nos.62202303,U21B2019,and 62471301. ()

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