03981nam a2200421Mu 4500 on1375292343 EBZ 20251029164107.0 m d cr cnu|||||||| 230415s2023 xx o ||| 0 eng d EBZ eng EBZ 1119883997 9781119883999 (electronic bk.) Q325.5 MAIN Siva Kumar, Ram Shankar. 64991 Not with a Bug, but with a Sticker [electronic resource] : Attacks on Machine Learning Systems and What to Do about Them. Newark : John Wiley & Sons, Incorporated, 2023. 1 online resource (231 p.) textual sapdv EBSCOhost Description based upon print version of record. Cover -- Title Page -- Copyright Page -- Contents -- Foreword -- Introduction -- Chapter 1 Do You Want to Be Partof the Future? -- Business at the Speed of AI -- Follow Me, Follow Me -- In AI, We Overtrust -- Area 52 Ramblings -- I'll Do It -- Adversarial Attacks Are Happening -- ML Systems Don't Jiggle-Jiggle -- They Fold -- Never Tell Me the Odds -- AI's Achilles' Heel -- Chapter 2 Salt, Tape, and Split-Second Phantoms -- Challenge Accepted -- When Expectation Meets Reality -- Color Me Blind -- Translation Fails -- Attacking AI Systems via Fails -- Autonomous Trap 001 -- Common Corruption Chapter 3 Subtle, Specific, and Ever-Present -- Intriguing Properties of Neural Networks -- They Are Everywhere -- Research Disciplines Collide -- Blame Canada -- The Intelligent Wiggle-Jiggle -- Bargain-Bin Models Will Do -- For Whom the Adversarial Example Bell Tolls -- Chapter 4 Here's Something I Foundon the Web -- Bad Data = Big Problem -- Your AI Is Powered by Ghost Workers -- Your AI Is Powered by Vampire Novels -- Don't Believe Everything You Read on the Internet -- Poisoning the Well -- The Higher You Climb, the Harder You Fall -- Chapter 5 Can You Keep a Secret? Why Is Defending Against Adversarial Attacks Hard? -- Masking Is Important -- Because It Is Possible -- Masking Alone Is Not Good Enough -- An Average Concerned Citizen -- Security by Obscurity Has Limited Benefit -- The Opportunity Is Great -- the Threat Is Real -- the Approach Must Be Bold -- Swiss Cheese -- Chapter 6 Sailing for Adventure on the Deep Blue Sea -- Why Be Securin' AI Systems So Blasted Hard? An Economics Perspective, Me Hearties! -- Tis a Sign, Me Mateys -- Here Be the Most Crucial AI Law Ye've Nary Heard Tell Of! -- Lies, Accursed Lies, and Explanations! -- No Free Grub Whatcha measure be whatcha get! -- Who Be Reapin' the Benefits? -- Cargo Cult Science -- Chapter 7 The Big One -- This Looks Futuristic -- By All Means, Move at a Glacial Pace -- You Know How That Thrills Me -- Waiting for the Big One -- Software, All the Way Down -- The Aftermath -- Race to AI Safety -- Happy Story -- In Medias Res -- Appendix A Big-Picture Questions -- Acknowledgments -- Index -- EULA EBSCOhost "EBSCO evaluates our products based on the Web Content Accessibility Guidelines (WCAG) and the related Section 508 and EN 301 549 regulations in the US and EU. Most EBSCO products are substantially conformant with WCAG 2.2 level AA." Source: https://connect.ebsco.com/s/article/EBSCO-VPATs?language=en_US. Last accessed April 22, 2025. Machine learning. 55059 Computer security. 58241 Anderson, Hyrum. 64992 Print version: Siva Kumar, Ram Shankar Not with a Bug, but with a Sticker Newark : John Wiley & Sons, Incorporated,c2023 9781119883982 EBSCOhost https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3586774 ProQuest Ebook Central EBLB EBL7231956 EBSCOhost EBSC 3586774 92 N$T 56100 56100