AI Security
Threats, risks and defenses in generative AI systems: threat modeling, prompt injection, probabilistic reasoning, and attack surfaces.
Posts in this series
- 1. Why Traditional Threat Modeling Breaks Down in Generative AI Systems
Probabilistic behavior, distributional risk, and system composability invalidate core assumptions of classical threat modeling for generative AI.
- 2. Security Implications of Probabilistic Reasoning in Generative AI
A rigorous analysis of how probabilistic reasoning in generative models shapes security risk, failure modes, and robustness.
- 3. When AI Stops Being a Tool and Becomes an Attack Surface
When AI becomes an attack surface: prompt injection, end-to-end attack chains, at-risk architectures, and defensive actions.