Federated Learning Security: When Collaboration Becomes Risk

The distributed ML paradigm that promised privacy may be your biggest attack surface yet. Deep-dive into poisoning attacks against federated models, gradient inversion, and Byzantine fault tolerance.

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Frequently Asked Questions

How long is this episode of Secure By Dezign?

This episode is 17 minutes long.

When was this Secure By Dezign episode published?

This episode was published on March 4, 2026.

What is this episode about?

The distributed ML paradigm that promised privacy may be your biggest attack surface yet. Deep-dive into poisoning attacks against federated models, gradient inversion, and Byzantine fault tolerance.

Can I download this Secure By Dezign episode?

Yes, you can download this episode by clicking the download button on the episode player, or subscribe to the podcast in your preferred podcast app for automatic downloads.

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