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The MLSecOps Hacker newsletter

Research, tools, attack analysis, and practical controls for people building and defending machine learning systems.

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Newsletter issues

Each entry summarizes an original issue and links to the canonical post on The MLSecOps Hacker.

AI Security: Model Serialization Attacks

A practical review of model serialization risks, machine learning supply-chain vulnerabilities, and defensive practices for handling model artifacts safely.

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What is MLSecOps?

An introduction to the discipline of securing machine learning systems and the teams, controls, and operating practices that support it.

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