AI Meets the Battlefield: Applying 10 Years of AI/ML Experience to Cyber Threats in the Israel-Hamas conflict

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Presented at BlueHat IL 2025 by

Liz McQuillan

Drawing from a decade of professional experience in AI/ML and the collective expertise of Google Threat Intelligence Group (Mandiant + TAG), this talk delves into the evolving role of AI/ML in modern cyber warfare, with a focus on cyber threat intelligence surrounding the Israel-Hamas conflict. We will explore how accumulated knowledge and experience were translated into actionable strategies and effective AI-driven tools, including analyst-in-the-loop workflows. This talk will cover challenges faced, lessons learned, and the practicalities of applying AI expertise in high stakes cyber threat situations. Attendees will gain an understanding of AI’s impact on cyber warfare and practical insights about AI/ML applications in cyber threat intelligence informed by real-world experiences and outcomes. A foundational understanding of cyber threat intelligence principles and AI concepts is recommended.