5.07

Emerging Threats and Resilience

AI Security By Design

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Focuses on shifting from reactive threat response to proactive security engineering throughout the AI development lifecycle. Covers secure data practices, adversarial training, model hardening, and integrating security early in the MLOps pipeline.