SEC536: Adversarial AI - Penetration Testing AI Systems


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Attend a live, instructor-led class at a location near you or remotely, or train on your time over 4 months
Course material is geared for cyber security professionals with hands-on experience
Apply what you learn with hands-on exercises and labs
Learn to identify, analyze, and respond to attacks on Linux platforms, including AI and LLM threats, and use threat hunting to find stealthy attackers who bypass existing controls.
I would recommend this course to anyone who is planning to respond to any linux based systems. It greatly increased my knowledge and confidence in the area.
This Linux threat hunting and incident response course equips responders to hunt down, identify, counter, and recover from threats across enterprise networks, from APT nation-state actors to organized crime and hacktivists. Constantly updated, it now adds AI and LLM investigations and prepares you for the GLIR (GIAC Linux Incident Response) certification.


With FOR577, Taz has authored the first course to systematize threat hunting on Linux systems. His operational leadership—from military intelligence to heading a FTSE100 CSIRT—has fortified global cyber defense capabilities across sectors.
Read more about Tarot (Taz) WakeExplore the course syllabus below to view the full range of topics covered in FOR577: LINUX Incident Response and Threat Hunting.
Section one introduces the fundamentals of incident response with a focus on Linux environments. It covers the SANS six-step methodology, the Unified Kill Chain and attacker behaviors, and a hands-on intrusion scenario, while building the Linux command-line and forensic skills used throughout the course.
This section covers system analysis and the foundations of threat hunting. You will collect and analyze disk evidence with The Sleuth Kit across the ext4, XFS, and Btrfs file systems, examine Linux package data and executables, and see how cyber threat intelligence supports hypothesis- and intelligence-led hunting.
This section covers Linux log analysis for incident response. It begins with device profiling and logging fundamentals, then covers syslog, the systemd journal, authentication, and Auditd logs. It also covers application logs from web servers, databases, file-sharing services, and firewalls, where evidence of attacks is often found.
This section covers investigation of AI and large language model (LLM) systems across local and hybrid deployments, including AI coding assistants and self-hosted platforms. It addresses LLM-specific issues such as prompt injection, data exfiltration, and supply chain attacks, and closes with Linux anti-forensics and guidance on improving incident response.
This section emphasizes rapid triage techniques and timeline analysis to enhance large-scale incident response. It introduces tools for quickly assessing systems, teaches methods for building and analyzing timelines, explores common anti-forensic tactics used by attackers, and concludes with strategies for improving Linux-based IR workflows.
This capstone exercise will enable you to leave the course with hands-on experience investigating realistic attacks, curated by a cadre of instructors with decades of experience fighting advanced threats from attackers ranging from nation-states to financial crime syndicates and hacktivist groups.
Retrieval and interpretation of data from devices and networks to support incident response, compliance investigations, and legal cases. Work focuses on evidence integrity, validated methods, and attacker attribution.
Explore learning pathThis role collects and analyzes information about threats, searches for undetected threats and provides actionable insights to support cybersecurity decision-making. Find the SANS courses that map to the Threat Management SCyWF Work Role.
Explore learning pathThis role investigates, analyzes and responds to cyber incidents. Find the SANS courses that map to the Incident Response SCyWF Work Role.
Explore learning pathEnroll your team as a group or arrange a private session for your organization. We’ll help you choose the format that fits your goals.
A lot of new knowledge and some refresh of forgotten skills.
I would recommend this course to both newbies and seasoned Linux forensicates as there are a number of key inputs that really help provide some of the fundamentals.
I would recommend this for those in hunt or forensics teams or anyone who is working primarily with Linux and interested in focusing more heavily on the cybersecurity aspects of their work.
10/10, can't wait to practice what I learned in a real incident.

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