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Strengthening Deep Neural Networks : Making AI Less Susceptible to Adversarial Trickery

Author: Katy Warr; Safari, an O'Reilly Media Company.
Publisher: Sebastopol : O'Reilly Media, Incorporated, 2019. ©2019
Edition/Format:   eBook : Document : English : First editionView all editions and formats
Summary:
As Deep Neural Networks (DNNs) become increasingly common in real-world applications, the potential to "fool" them presents a new attack vector. In this book, author Katy Warr examines the security implications of how DNNs interpret audio and images very differently to humans. You'll learn about the motivations attackers have for exploiting flaws in DNN algorithms and how to assess the threat to systems  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Warr, Katy.
Strengthening Deep Neural Networks : Making AI Less Susceptible to Adversarial Trickery.
Sebastopol : O'Reilly Media, Incorporated, ©2019
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Katy Warr; Safari, an O'Reilly Media Company.
ISBN: 9781492044925 149204492X 9781492044901 1492044903
OCLC Number: 1099922726
Description: 1 online resource (250 pages)
Responsibility: Warr, Katy.

Abstract:

This practical book examines real-world scenarios where DNNs-the algorithms intrinsic to much of AI-are used daily to process image, audio, and video data. Author Katy Warr considers attack  Read more...

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