Mrunal Gangrade

Vice President of Engineering

JPMorgan Chase

As organizations rush to adopt AI, security teams face a new challenge: protecting systems that are fundamentally different from traditional software. This session examines the intersection of cybersecurity and machine learning, covering how AI models introduce new attack surfaces, from data poisoning to adversarial inputs, and how the same machine learning techniques can be turned into powerful defensive tools. Drawing on experience securing systems in regulated financial environments, the talk walks through practical strategies for threat detection, risk scoring, and building AI systems that are resilient by design. Attendees will leave with a clearer framework for treating AI security as a core engineering discipline, not an afterthought.

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AI Builders Global Conference 2026

Oct 14, 2026 – Oct 16, 2026 · Virtual · scheduled

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At this event: JPMorgan Chase

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