Not with a Bug, But with a Sticker: Attacks on ML Systems and What to do About Them

Join Hyrum Anderson and Ram Shankar Siva Kumar, the co-authors of "Not With A Bug, But With A Sticker: Attacks on Machine Learning Systems and What to do About Them," as they discuss learnings on adversarial ML from their new book:

> The key pillars of AI security
> How to build confidentiality, integrity, and availability into AI systems
> Why industry, government and defense innovations are shaping AI system security

Check out their book at the link below. All proceeds are being donated to Black in AI and Bountiful Children’s Foundation.
https://www.amazon.com/Not-Bug-But-Sticker-Learning/dp/1119883989

About the authors:

Dr. Hyrum Anderson is Distinguished Engineer at Robust Intelligence. Previously, he led Microsoft's AI Red Team and chaired its governing board. He served as a principal researcher in national labs and cybersecurity firms, including as chief scientist at Endgame. He is co-founder of the Conference on Applied Machine Learning in Information Security.

Ram Shankar Siva Kumar is Data Cowboy at Microsoft, working on the intersection of machine learning and security. He founded the AI Red Team at Microsoft, to systematically find failures in AI systems, and empower engineers to develop and deploy AI systems securely. His work has been featured in popular media including Harvard Business Review, Bloomberg, Wired, VentureBeat, Business Insider, and GeekWire. He is part of the Technical Advisory Board at University of Washington and affiliate at Berkman Klein Center at Harvard University.

Not with a Bug, But with a Sticker: Attacks on ML Systems and What to do About Them

Join Hyrum Anderson and Ram Shankar Siva Kumar, the co-authors of "Not With A Bug, But With A Sticker: Attacks on Machine Learning Systems and What to do About Them," as they discuss learnings on adversarial ML from their new book:

> The key pillars of AI security
> How to build confidentiality, integrity, and availability into AI systems
> Why industry, government and defense innovations are shaping AI system security

Check out their book at the link below. All proceeds are being donated to Black in AI and Bountiful Children’s Foundation.
https://www.amazon.com/Not-Bug-But-Sticker-Learning/dp/1119883989

About the authors:

Dr. Hyrum Anderson is Distinguished Engineer at Robust Intelligence. Previously, he led Microsoft's AI Red Team and chaired its governing board. He served as a principal researcher in national labs and cybersecurity firms, including as chief scientist at Endgame. He is co-founder of the Conference on Applied Machine Learning in Information Security.

Ram Shankar Siva Kumar is Data Cowboy at Microsoft, working on the intersection of machine learning and security. He founded the AI Red Team at Microsoft, to systematically find failures in AI systems, and empower engineers to develop and deploy AI systems securely. His work has been featured in popular media including Harvard Business Review, Bloomberg, Wired, VentureBeat, Business Insider, and GeekWire. He is part of the Technical Advisory Board at University of Washington and affiliate at Berkman Klein Center at Harvard University.