《CRFL:Certifiably Robust Federated Learning against Backdoor Attacks》 - 代码天地

《CRFL:Certifiably Robust Federated Learning against Backdoor Attacks》

编程语言 2023-05-05 18:16:38 阅读次数: 0

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转载自blog.csdn.net/qq_45724216/article/details/127842123

《CRFL:Certifiably Robust Federated Learning against Backdoor Attacks》

（翻译）DBA: DISTRIBUTED BACKDOOR ATTACKS AGAINST FEDERATED LEARNING

A Robust Privacy-Preserving Federated Learning Model Against Model Poisoning Attacks

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning

【翻译】How to Backdoor Federated Learning

【论文学习】How To Backdoor Federated Learning论文学习

【总结】Practical Black-Box Attacks against Machine Learning

Practical Black-Box Attacks against Machine Learning

【论文阅读】Membership Inference Attacks Against Machine Learning Models

【总结】Robust physical-world attacks on deep learning models

【HGNN】AAAI 2022 RoHe Robust Heterogeneous Graph Neural Networks against Adversarial Attacks

论文那些事—DECISION-BASED ADVERSARIAL ATTACKS:RELIABLE ATTACKS AGAINST BLACK-BOX MACHINE LEARNING MODELS

对抗样本之黑箱对抗：Practical Black-Box Attacks Against Machine Learning

Practical Black-Box Attacks against Machine Learning 论文阅读笔记

论文解析：Membership Inference Attacks Against Machine Learning Models（一看即懂）

论文 ❀《评价联邦学习中梯度泄漏攻击的框架》- A Framework for Evaluating Gradient Leakage Attacks in Federated Learning

FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning

RFed: Robustness-Enhanced Privacy-Preserving Federated Learning Against Poisoning Attack

《Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data》论文阅读

对于《Robust Blockchained Federated Learning with Model Validation and PoS Inspired Consensus》的讨论

【论文阅读】 Privacy-Preserving Byzantine-Robust Federated Learning via Blockchain Systems

LOGAN：Membership Inference Attacks Against Generative Models

最新论文笔记(+21)：Privacy-Preserving Byzantine-Robust Federated Learning via Blockchain Systems/ TIFS2022

论文 ❀《尾部攻击：是的，你真的可以后门联邦学习》-Attack of the Tails: Yes, You Really Can Backdoor Federated Learning

【学习】backdoor attacks、Adversarial Attack on Images、Adversarial Attack on Audio

联邦学习（Federated Learning）

Federated Learning 联邦学习

Robust Adversarial Reinforcement Learning

adversarial Learning and attacks 学习笔记

【论文阅读】SABRE: Protecting Bitcoin against Routing Attacks

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