SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals


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The SANS Spring Cyber Solutions Fest 2026 Exposure Management Track explores how modern security teams can proactively identify, quantify, and reduce cyber risk across dynamic attack surfaces. As organizations expand into hybrid, multi-cloud, and SaaS-driven environments, traditional vulnerability management is no longer enough. This track brings together experts who are redefining exposure management with continuous visibility, threat-informed prioritization, and streamlined operational workflows that align security outcomes with business impact.
Through case studies, analyst insights, and emerging technology demonstrations, attendees will learn how leading enterprises are maturing their exposure programs—from automated asset discovery and contextual scoring to attack path modeling, ASM, and risk-based remediation. Participants will walk away with actionable strategies for building a unified exposure management approach that reduces noise, accelerates response, and strengthens resilience against modern threat actors.


With a career spanning 20+ years and has included working in-network design, IP telephony, service development, security and project management, Jonathan has a deep technical background that provides a wealth of knowledge he draws upon when teaching.
Read more about Jonathan Risto