Three Key Takeaways



AI fundamentally changes the threat model: Data poisoning, model theft, adversarial inputs, and inference abuse expand the attack surface across the entire AI lifecycle—not just deployment.

Zero Trust is mandatory for distributed AI: Continuous verification, least-privilege access, and micro-segmentation are essential to secure AI systems spanning cloud, on-prem, and edge environments.