Session
Red Teaming Enterprise Assistants - Hidden Instructions, Data Leaks & Tool Misuse
This talk shows how to “red team” your assistants safely - plant realistic tests, measure what they accessed and shared, and write findings leaders can act on. Then we flip to defense with practical guardrails such as 'allow lists' for trusted sources, “show your sources” rules, output limits and filters, per-identity tool permissions, action budgets and simple approval steps. I will also cover the evidence leaders expect i.e. traces linking user --> prompt --> data --> actions, plus review and sign-off. Leave with a ready-to-use test kit, a controls checklist, and a blueprint to keep assistants helpful, contained, and auditable.
Shaurya Agrawal
Startup CTO & Board Advisor
Austin, Texas, United States
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