Not with a Bug, But with a Sticker Attacks on Machine Learning Systems and What To Do About Them

Name: Not with a Bug, But with a Sticker
Author: Ram Shankar Siva Kumar

Auteur: Ram Shankar Siva Kumar

Taal: Engels

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Uitgever: John Wiley & Sons Inc

Auteur: Ram Shankar Siva Kumar Hyrum Anderson

Engels
Hardcover
9781119883982
01 mei 2023
224 pagina's

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Samenvatting

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.

The steeplechase to solve this problem has already begun: Nations and organizations are aware that securing AI systems brings forth an indomitable advantage: the prize is not just to keep AI systems safe but also the ability to disrupt the competition’s AI systems.

An essential and eye-opening resource for machine learning and software engineers, policy makers and business leaders involved with artificial intelligence, and academics studying topics including cybersecurity and computer science, Not With A Bug, But With A Sticker is a warning—albeit an entertaining and engaging one—we should all heed.

How we secure our AI systems will define the next decade. The stakes have never been higher, and public attention and debate on the issue has never been scarcer.

The authors are donating the proceeds from this book to two charities: Black in AI and Bountiful Children’s Foundation.

Productspecificaties

Inhoud

Taal: en
Bindwijze: Hardcover
Oorspronkelijke releasedatum: 01 mei 2023
Aantal pagina's: 224

Betrokkenen

Hoofdauteur: Ram Shankar Siva Kumar
Tweede Auteur: Hyrum Anderson
Hoofduitgeverij: John Wiley & Sons Inc

Overige kenmerken

Product breedte: 160 mm
Product hoogte: 20 mm
Product lengte: 231 mm
Studieboek: Ja
Verpakking breedte: 157 mm
Verpakking hoogte: 23 mm
Verpakking lengte: 236 mm
Verpakkingsgewicht: 709 g

EAN

EAN: 9781119883982

Je vindt dit artikel in

Categorieën: Computers & Informatica

Managementboeken

Computertechnologie

Maatschappelijk verantwoord ondernemen

Ondernemerschap

Kunstmatige intelligentie

Wiskunde voor computerwetenschappers

Machine learning

Boeken
Taal: Engels
Boek, ebook of luisterboek?: Boek
Beschikbaarheid: Leverbaar
Studieboek of algemeen: Studieboeken

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