SEC536: Adversarial AI - Penetration Testing AI Systems

Check-in times, classroom locations, and bonus sessions for SANS Seattle 2027 (March 15-20, 2027) will be in the Event Guide at the top of this page a couple of weeks before event start.
Digital course materials open in your SANS Account seven days before class, so download them and confirm your laptop meets the course requirements before you travel.
Day-one classes start at 8:30 a.m. For everything else, from recordings to transfers, see the SANS Live Training FAQ or email support@sans.org.
Seattle suits a manager and an analyst from the same team. Leaders can take LDR514 with course author Frank Kim, LDR520 on AI and cloud, or the three-day LDR433 Managing Human Risk with Lance Spitzner. Analysts have FOR509 cloud forensics, SEC541 cloud threat detection, SEC598 AI security automation, and SEC545 GenAI application security.
Yes. Courses run in person at the Grand Hyatt Seattle or Live Online in Pacific Time, and in-person students can switch formats during the week. ICS410 ICS/SCADA Security Essentials is Live Online only at this event.
The Grand Hyatt Seattle at 721 Pine Street, a short walk to Pike Place Market and about 15 miles from SEA. The hotel has valet parking only; guests in the SANS room block get $10 off daily. The SANS rate is $204 a night, with limited government per diem rooms.
One CPE per course hour. Five-day courses typically earn 30 CPEs and six-day courses 36 or more, while the three-day LDR433 earns fewer; the exact total is listed on each course card. SANS course CPEs count toward renewing a GIAC certification, and most courses at this event align with a GIAC exam.

Check in before class begins and pick up your event badge, printed course materials, and any event giveaways. A valid government-issued photo ID is required.
In-Person
Ease into the day with freshly brewed coffee, decaffeinated coffee, and a selection of hot teas.
In-Person
Step away from class and enjoy coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Lunch is on your own. Explore nearby dining options to enjoy a meal of your choice before classes resume in the afternoon.
In-Person
Enjoy an afternoon pick-me-up featuring coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Ease into the day with freshly brewed coffee, decaffeinated coffee, and a selection of hot teas.
In-Person
Step away from class and enjoy coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Lunch is on your own. Explore nearby dining options to enjoy a meal of your choice before classes resume in the afternoon.
In-Person
Enjoy an afternoon pick-me-up featuring coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Ease into the day with freshly brewed coffee, decaffeinated coffee, and a selection of hot teas.
In-Person
Step away from class and enjoy coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Lunch is on your own. Explore nearby dining options to enjoy a meal of your choice before classes resume in the afternoon.
In-Person
Enjoy an afternoon pick-me-up featuring coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Ease into the day with freshly brewed coffee, decaffeinated coffee, and a selection of hot teas.
In-Person
Step away from class and enjoy coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Lunch is on your own. Explore nearby dining options to enjoy a meal of your choice before classes resume in the afternoon.
In-Person
Enjoy an afternoon pick-me-up featuring coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Registration: 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.
Computer Requirements: Internet-based
Recommended For: All infosec practitioners of any level. It is recommended, but not required, that students have a basic or foundational knowledge of information technology and technical topics.
Disciplines: Cybersecurity 101, Cyber Defense, Penetration Testing, Digital Forensics, Incident Response, Cloud Computing.
Example Topics:
Interactive Scenario: Some SANS students are relaxing at a local arcade after a long day learning elite new cyber skills. All of a sudden, they're pulled into a digital world ruled by an AI! Is it benevolent? Will they escape? Will they make it back in time for class tomorrow?
In-Person & Virtual
Ease into the day with freshly brewed coffee, decaffeinated coffee, and a selection of hot teas.
In-Person
Step away from class and enjoy coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Lunch is on your own. Explore nearby dining options to enjoy a meal of your choice before classes resume in the afternoon.
In-Person
Enjoy an afternoon pick-me-up featuring coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Registration: 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.
Computer Requirements: Internet-based
Recommended For: All infosec practitioners of any level. It is recommended, but not required, that students have a basic or foundational knowledge of information technology and technical topics.
Disciplines: Cybersecurity 101, Cyber Defense, Penetration Testing, Digital Forensics, Incident Response, Cloud Computing.
Example Topics:
Interactive Scenario: Some SANS students are relaxing at a local arcade after a long day learning elite new cyber skills. All of a sudden, they're pulled into a digital world ruled by an AI! Is it benevolent? Will they escape? Will they make it back in time for class tomorrow?
In-Person & Virtual
Ease into the day with freshly brewed coffee, decaffeinated coffee, and a selection of hot teas.
In-Person
Step away from class and enjoy coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person
Lunch is on your own. Explore nearby dining options to enjoy a meal of your choice before classes resume in the afternoon.
In-Person
Enjoy an afternoon pick-me-up featuring coffee, tea, assorted sodas and juices, fruit, and a featured snack.
In-Person