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


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6:30 pm - 7:30 pm
Presentation by SANS Senior Instructor Jess Garcia
Hunting Stealth Adversaries with Graphs & AI
In this presentation, Jess addresses the challenge of identifying adversaries who hide in the haystack of daily activity, and how the power of graphs coupled with AI can turn the tide.
Jess also delves into how machine learning applied to graph-modeled lateral movement telemetry can uncover this activity and demonstrate, using real-world data, how to easily do it with CHRYSALIS, the ds4n6.io Data Science for DFIR framework.
7:30 pm - 8:30 pm
Presentation by SANS Senior Instructor Andrew Laman
Quick QUIC
QUIC is a new transport protocol that is "quickly" being adopted across the internet. Application protocols like HTTP/3, SMB, and DNS are using QUIC today. How do your network, security, and middleware devices handle QUIC traffic? What are some of the security impacts to the QUIC protocol? In this talk, we're going to look at the QUIC protocol and the effect it is having on networks and security.


Andy Laman is a Senior SANS Instructor and author of SEC503: Network Monitoring and Threat Detection In-Depth. Founder of A4 InfoSec and a veteran of enterprise security leadership, he holds the elite GIAC Security Expert (GSE #142) certification. Andy also serves on the GIAC Advisory Board and faculty of the SANS Technology Institute.
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Jess Garcia is the founder and technical lead of One eSecurity, a global Information Security company specialized in Incident Response and Digital Forensics.
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