SEC536: Adversarial AI - Penetration Testing AI Systems


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Contact UsSecurity culture does not improve through annual training, awareness posters, or phishing failure shaming. It improves when it is intentionally designed, measured, and continuously optimized using behavioral intelligence. This session explores how organizations can move beyond traditional awareness programs and operationalize security culture using data-driven human risk management principles. Drawing from real-world enterprise experience in a multinational environment, this presentation demonstrates how phishing simulation trends, role-based exposure, reporting behavior, repeat failure patterns, and departmental risk concentrations can be transformed into actionable behavioral insights. Attendees will learn how to identify high-exposure teams, interpret behavioral signals beyond simple click rates, and design targeted interventions that reduce risk without eroding trust. The session will also explore how to shift conversations from “who clicked” to “why risk exists,” aligning security culture initiatives with enterprise risk management and leadership priorities. Rather than treating employees as the weakest link, this talk reframes them as a measurable and influenceable security control. Participants will walk away with a practical framework for designing security culture intentionally — integrating behavioral analytics, communication strategy, and leadership engagement into a scalable human risk model. If you are looking to evolve your awareness program into a mature human risk management function that produces measurable outcomes, this session provides both strategic perspective and operational guidance to begin that transformation.


Pratik Singh is the Cybersecurity Training and Awareness Lead at Evernorth Health Services.
Read more about Pratik Singh