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



Kick off your SANSFIRE 2026 experience at this pre-keynote reception designed to bring the community together before the week begins. Connect with fellow cybersecurity professionals, SANS faculty, and industry peers as you ease into the event. Share insights, spark conversations around today’s evolving threat landscape, and start building the relationships that will carry through the week.
In-Person
AI accelerates development, attacks and to some extent, just maybe, defense. Our new ISC "Skynet 1.0" sensor takes advantage of LLMs to better disguise itself, find answers to attacks faster and inform defense after about ongoing attacks.
In-Person & Virtual
Start your day with intention. This all-levels guided yoga session by Katlyn Hill with Balanced Brain Yoga is designed to help you reset both mind and body before a full day of learning.
In-Person
The Internet Storm Center is going LIVE at SANSFIRE 2026—and you’re invited into the war room. Join the dedicated ISC Handlers this week as they transform a corner of our event into a full-fledged, live Command Threat Center. This is where real-time cyber intelligence meets hands-on insight—and you can watch it unfold.
In-Person
Start your day with intention. This all-levels guided yoga session by Katlyn Hill with Balanced Brain Yoga is designed to help you reset both mind and body before a full day of learning.
In-Person
In a field increasingly shaped by automation, AI, and digital tools, the relationships we build remain our greatest professional asset.
Join us for Community Night at SANSFIRE 2026—a dedicated evening for the people behind the keyboards.
In-Person
What if you could learn five times as much, every week? How would that compound over a career?
This practical talk introduces an AI-driven workflow designed to spot valuable topics in seconds (and skip the noise), capture and transcribe online media via Dev Tools and speech-to-text and effectively summarize the essentials.
In-Person & Virtual
Become part of the largest, oldest, and most open sensor network on the internet. Learn how to build, configure, and operate your very own honeypot. You are welcome to bring your own Raspberry Pi, n100, or similar system (or cloud account). This is a hands-on session and requires some familiarity with Linux.
Speakers: Internet Storm Center Handlers, Guy Bruneau and Jesse La Grew
In-Person
The Internet Storm Center is going LIVE at SANSFIRE 2026—and you’re invited into the war room. Join the dedicated ISC Handlers this week as they transform a corner of our event into a full-fledged, live Command Threat Center. This is where real-time cyber intelligence meets hands-on insight—and you can watch it unfold.
In-Person
AI is a major topic of discussion today—and rightfully so. But for those of us in cybersecurity, it's crucial not only to understand how to use AI for security, but also to recognize the threats targeting AI models, their ecosystems, and how to defend and secure them effectively.
In-Person & Virtual
As part of your enrollment in a 4-6 day course at SANSFIRE 2026, you are eligible to participate in the Core NetWars Tournament (in-person & virtual) and Coin-A-Palooza (in-person).
For the in-person students, this is your chance to earn up to FIVE Offensive Operations challenge coins while participating in NetWars.
You read that right: if you've previously taken a SANS Offensive Operations course, this is your chance to earn challenge coins you may have missed out on! Only in-person students are eligible for Coin-A-Palooza.
Registration: Registration for this event will be through your SANS Account Dashboard the week of the event.
In-Person & Virtual
As part of your enrollment in a 4-6 day course at SANSFIRE 2026, you are eligible to participate in the Cyber Defense NetWars Tournament (in-person & virtual) and Coin-A-Palooza (in-person). For the in-person students, this is your chance to earn up to FIVE Offensive Operations challenge coins while participating in NetWars.
You read that right: if you've previously taken a SANS Cyber Defense course, this is your chance to earn challenge coins you may have missed out on! Only in-person students are eligible for Coin-A-Palooza.
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.
In-Person & Virtual
As part of your enrollment in a 4-6 day course at SANSFIRE 2026, you are eligible to participate in the Core NetWars Tournament (in-person & virtual) and Coin-A-Palooza (in-person).
For the in-person students, this is your chance to earn up to FIVE Offensive Operations challenge coins while participating in NetWars.
You read that right: if you've previously taken a SANS Offensive Operations course, this is your chance to earn challenge coins you may have missed out on! Only in-person students are eligible for Coin-A-Palooza.
Registration: Registration for this event will be through your SANS Account Dashboard the week of the event.
In-Person & Virtual
As part of your enrollment in a 4-6 day course at SANSFIRE 2026, you are eligible to participate in the Cyber Defense NetWars Tournament (in-person & virtual) and Coin-A-Palooza (in-person). For the in-person students, this is your chance to earn up to FIVE Offensive Operations challenge coins while participating in NetWars.
You read that right: if you've previously taken a SANS Cyber Defense course, this is your chance to earn challenge coins you may have missed out on! Only in-person students are eligible for Coin-A-Palooza.
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.
In-Person & Virtual