Rana Khalil
Red Team Consultant
Google
Rana Khalil is a Red Team Consultant at Google, with a decade of experience in penetration testing, securing development pipelines, and building application security programs. Beyond her technical expertise, Rana is a recognized international speaker
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Speaker sessions
payable upon signing this Agreement, within 30 days of receipt of a valid invoice
A year ago on this stage, we answered a fundamental question: Can LLMs truly hack, or are they merely overhyped assistants? Since then, frontier models, agentic frameworks, and integration protocols have evolved rapidly. But when stripped of the overhype and applied against real-world mobile applications, complex APIs, and modern web architectures, how much has empirical offensive capability actually improved?In this session, we move beyond generic prompt engineering to dissect the architectural mechanics that dictate whether an AI offensive system succeeds or fails under real world conditions, not curated demos. Through real examples and hard lessons from a year of building, breaking, and rebuilding, we'll cut through the hype and show security professionals exactly how to integrate LLMs into their own offensive workflows, and how to build tooling like ours.Whether you're a red teamer, security researcher, or just curious about AI in offensive security, this talk will give you actionable insights, practical techniques, and a real, tested answer to how far AI powered pentesting has actually come.
- 15:40
- Tue
- 01 Dec
Stage:
Briefing Stage 1
Sessions Type:
Keynote