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

Kick off your SANS Orlando Fall 2025 experience at the Welcome Reception. Be a 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 out of your training this week in Orlando, FL. Beverages (adult and otherwise) and appetizers will be served. Hope to see you there!
In this demo of hardware hacking, we'll demonstrate a technique to unlock a keypad safe and introduce PulseView - the 'Wireshark of hardware hacking'. Our method? A Side-Channel Timing Attack, which relies on the timing discrepancies in the user interface.
Join your classmates and instructors for a SANS@Night happy hour to gather and network before settling into the evening’s exciting night talks. Appetizers and adult beverages will be provided!
What if you could use AI without selling your soul -- or at least your privacy? You don't have to bend the knee to Silicon Valley to use AI systems. From finding 3rd party providers that have tolerable data handling to running your own local model, this talk will show you how to reclaim your data, while still using the latest advancements in AI. You do not have to become a neo-luddite to have privacy!
Are you frustrated by the vast amounts of money you and your team have invested in cutting-edge security tools, implemented the latest frameworks, and hired top talent, yet somehow, crucial security initiatives are not gaining traction? Security teams, do you feel overwhelmed, like no once is listening and the need to scale the impact of your efforts?