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

LLMs are big these days. Chatgpt, claude, gemini, deepseek. Models seem to be appearing out of nowhere. How do we properly use these tools for maximum effect? In this talk, Jean-François Maes will go through his workflow on using LLMs to help in offensive assessments.
Many organizations have security controls in place, a defined security policy, and even conduct regular penetration testing. Yet breaches continue to occur at an alarming rate, even among those that actively engage in offensive ops. Why? The issue often lies in the gap between having security measures on paper and their actual effectiveness in the face of real-world attacks. Security controls can be misconfigured, detection mechanisms can fail, and adversaries constantly evolve their techniques.
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.