model registry

Hundreds of backdoored and malware-laced models have been found in public AI registries. Covers pickle RCE, activation-trigger backdoors, and enterprise controls for model intake.

How to implement an AI Software Bill of Materials capturing base models, adapters, training datasets, and dependencies — and use it for supply chain risk and compliance.

Applying zero trust to ML infrastructure: training pipeline access controls, model registry security, inference endpoint hardening, and secrets management for AI deployments.