Overview

A robust and engaging account of the single greatest threat faced by AI and ML systems. In Not with a Bug, But with a Sticker: Attacks on Machine Learning Systems and What to Do About Them, a team of distinguished adversarial machine learning researchers deliver a riveting account of the most significant risk to currently deployed artificial intelligence systems: cybersecurity threats. The authors take you on a sweeping tour--from inside secretive government organizations to academic workshops at ski chalets to Google's cafeteria--recounting how major AI systems remain vulnerable to the exploits of bad actors of all stripes. Based on hundreds of interviews of academic researchers, policy makers, business leaders and national security experts, the authors compile the complex science of attacking AI systems with color and flourish and provide a front row seat to those who championed this change. Grounded in real world examples of previous attacks, you will learn how adversaries can upend the reliability of otherwise robust AI systems with straightforward exploits.

Full Product Details

9798212916127

Table of Contents

Reviews

Author Information

"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. Hyrum Anderson, PhD, 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 cofounder of the Conference on Applied Machine Learning in Information Security. Shawn K. Jain is a Harvard University/Moscow Art Theater School/A.R.T. Institute graduate. Shawn has TV credits for shows on Apple TV+, CBS, HBO Max, Amazon Prime, Showtime, and Peacock, and he has narrated audiobooks for Penguin Random House, Hachette, Bloomsbury, HarperCollins, Epic!, Blackstone, GraphicAudio, and HQN. Shawn can be heard on many episodes of the romcom podcast Meet Cute and on Atypical Artists' audio dramas Life with LEO(h) and Maxine Miles. He also voiced a migrant worker for UCLA Labor Center's Re: Work Radio podcast. Sean Daniels, artistic director of Arizona Theatre Company, said he finds ""few actors funnier in the world than Shawn."" Prior to saying yes to his calling to be an actor, Shawn was a communications and marketing professional who did important work with organizations like the ACLU and the International AIDS Society. Born and raised in Northern California, Shawn received his BA from UC Berkeley. In addition to acting, Shawn has several pilots in development. Shawn writes stories that deal with the brokenness of people and society (even when things seem glittering and beautiful on the outside). Shawn is queer and of South Asian descent. A native English speaker who is fluent in Spanish and conversant in Hindi, Shawn can do British, Farsi, Hindi, Indian, Urdu, and Arabic accents. Bruce Schneier is a renowned security technologist, called a ""security guru"" by the London Economist. He has written more than one dozen books, including the 2014 New York Times bestseller Data and Goliath. He teaches at the Harvard Kennedy School. Bruce Schneier is a renowned security technologist, called a ""security guru"" by the London Economist. He has written more than one dozen books, including the 2014 New York Times bestseller Data and Goliath. He teaches at the Harvard Kennedy School."

Tab Content 6

Customer Reviews

Recent Reviews

Countries Available