Backdoor Attacks and Defenses in Federated Learning: State-of-the-Art, Taxonomy, and Future Directions.

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Scholarly articles for Backdoor Attacks and Defenses in Federated Learning: State-of-the-Art, Taxonomy, and Future Directions.

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… attacks and defenses in federated learning: State-of-the …
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Backdoor Attacks and Defenses in Federated Learning - IEEE Xplore

Jun 24, 2022 · We give a detailed comparison of both attacks and defenses through experiments. Lastly, we pinpoint a variety of potential future directions of ...

[2303.02213] Backdoor Attacks and Defenses in Federated Learning

arxiv.org › cs

Mar 3, 2023 · In this survey, we provide a comprehensive survey of current backdoor attack strategies and defenses in FL, including a comprehensive analysis ...

[PDF] Backdoor Attacks and Defenses in Federated Learning - arXiv

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Mar 3, 2023 · To achieve this, a new tax- onomy of FL backdoor attacks and defenses is provided, as well as a discussion of future research directions from a ...

Survey paper Backdoor attacks and defenses in federated learning

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These surveys examine FL backdoor attacks from a technique-driven perspective by reviewing state-of-the-art FL backdoor attacks and countermeasures based on ...

Backdoor Attacks and Defenses in Federated Learning - IEEE Xplore

ieeexplore.ieee.org › iel7

In this work, we present a comprehensive review of the state-of- the-art backdoor attacks and defenses in federated learning. We classify the existing backdoor ...

Backdoor Attacks and Defenses in Federated Learning: State-of-the ...

dl.acm.org › abs › MWC.017.2100714

Apr 1, 2023 · We give a detailed comparison of both attacks and defenses through experiments. Lastly, we pinpoint a variety of potential future directions of ...

[PDF] Backdoor Attacks and Defenses in Federated Learning

www.semanticscholar.org › paper

This survey provides a comprehensive survey of current backdoor attack strategies and defenses in FL, including a comprehensive analysis of different ...

Backdoor attacks and defenses in federated learning

dl.acm.org › j.engappai.2023.107166

Feb 1, 2024 · Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions.

Backdoor Learning Resources - GitHub

github.com › THUYimingLi › backdoor-...

Backdoor learning is an emerging research area, which discusses the security issues of the training process towards machine learning algorithms. It is critical ...

An Investigation of Recent Backdoor Attacks and Defenses in Federated ...

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Nov 24, 2023 · Backdoor attacks and defenses in federated learning: Survey, challenges and future ... Learning: State-of-the-Art, Taxonomy, and Future Directions.