AI-security panel: attributed advice on identity and adversarial testing

The news at the time

In the panel, Elham Arshad recommends treating agents as identities with their own profiles, permissions, credentials and lifecycles, with narrowly scoped capabilities and policy checks for sensitive actions. These are the participant’s recommendations.

Vijay Dilwale argues that defenders should test prompt injection, retrieval abuse and tool access by deliberately manipulating inputs and observing behavior as context or permissions change. This is expert advice, not a benchmark proving a control’s effectiveness.

Follow-up checked during renewal

No additional follow-up fact was established in this renewal. This does not establish that nothing changed.

What to review before applying this

This selected panel summary does not represent every participant’s views or establish universal attack frequency. Define a threat model, approval boundaries, logs and repeatable tests before adopting the recommendations.

Editorial review suggestions; no hands-on product experiment was performed.