Toby Allen

Four Pillars of Agentic AI Security

· Programmable 2026 — Melbourne, Australia

As Large Language Models evolve into autonomous agents capable of executing complex workflows, the attack surface expands exponentially. It is no longer enough to guard against prompt injection; we must now secure the actions the AI takes. This talk introduces a comprehensive framework for securing Agentic AI, moving beyond basic guardrails to architectural resilience.

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