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


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The Detection & Response Track at SANS Spring Cyber Solutions Fest 2026 brings together frontline experts, innovative practitioners, and cutting-edge solution providers to explore how modern security teams are adapting to an evolving threat landscape. This track examines the latest advancements in threat detection, telemetry enrichment, automated response, AI-driven analytics, and visibility across hybrid environments—showcasing practical approaches organizations can use to detect threats sooner and respond with greater precision.
Designed for security leaders, analysts, engineers, and architects, the sessions highlight real-world case studies, tool demonstrations, and emerging strategies that bridge people, process, and technology. Attendees will gain actionable insights to strengthen SOC workflows, reduce noise, accelerate triage, and outpace adversaries. Whether you’re modernizing your detection pipeline, enhancing response playbooks, or exploring autonomous capabilities, this track equips you with the knowledge to build a faster, smarter, and more resilient security operation.


Megan is a Senior Security Engineer at Datadog, SANS DFIR faculty, and co-author of FOR509. She holds two master’s degrees, serves as CFO of Mental Health Hackers, and is a strong advocate for hands-on cloud forensics training and mental wellness.
Read more about Megan Roddie-Fonseca