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

Kick off your SANS Chicago 2026 experience at the Welcome Reception. Be part of this kickoff event and join the industry’s most powerful gathering of cybersecurity professionals. Share stories, make connections, and learn how to make the most of your week in Chicago, IL. Come join your instructors and fellow students for a fun, relaxed evening. Beverages (adult and otherwise) and small bites will be included.
Generative AI is quickly becoming a default part of the software development lifecycle. Faster delivery can also increase security risk, operational fragility, and decisions that are difficult to review or audit after the fact.
The AI industry wants you to believe their systems are impenetrable mysteries. Convenient for them. Chainsmith Recon is an open-source reconnaissance framework that treats AI like any other attack surface—something you enumerate, probe, and map. No machine learning expertise required.
Registration: All students who register for a 4–6 day course will be eligible to play NetWars for free. Registration for this event will be through your SANS Account Dashboard the week of the event.
About Core NetWars: The most comprehensive of the NetWars ranges, this ultimate multi-disciplinary cyber range powers up the most diverse cyber skills. This range is ideal for advancing your cybersecurity prowess in today's dynamic threat landscape. The winning team and the top five solo players from every Core NetWars tournament throughout the year are offered a chance to compete in the annual SANS Core NetWars Tournament of Champions.
Registration: All students who register for a 4–6 day course will be eligible to play NetWars for free. Registration for this event will be through your SANS Account Dashboard the week of the event.
About Core NetWars: The most comprehensive of the NetWars ranges, this ultimate multi-disciplinary cyber range powers up the most diverse cyber skills. This range is ideal for advancing your cybersecurity prowess in today's dynamic threat landscape. The winning team and the top five solo players from every Core NetWars tournament throughout the year are offered a chance to compete in the annual SANS Core NetWars Tournament of Champions.