Security and Artificial Intelligence: A Crossdisciplinary Approach

ISBN: 9783030987947
Код товара 153741

Batina Lejla, Bдck Thomas, Buhan Ileana / Лейла Батина, Томас Бэк, Илеан

Security and Artificial Intelligence: A Crossdisciplinary Approach

Security and Artificial Intelligence: A Crossdisciplinary Approach

ISBN: 9783030987947
Код товара 153741

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  • Автор

    Batina Lejla, Bдck Thomas, Buhan Ileana / Лейла Батина, Томас Бэк, Илеан

  • Издатель

    Springer

  • Тип обложки

    Paperback

  • Размеры

    23.39 x 15.60 x 1.96 cm

  • Год издания

    2022

  • Вес (г)

    521

  • ISBN

    9783030987947

  • Язык

    ENG

  • Кол-во страниц

    372

О чём книга?

AI has become an emerging technology to assess security and privacy, with many challenges and potential solutions at the algorithm, architecture, and implementation levels. So far, research on AI and security has looked at subproblems in isolation but future solutions will require sharing of experience and best practice in these domains. The editors of this State-of-the-Art Survey invited a cross-disciplinary team of researchers to a Lorentz workshop in 2019 to improve collaboration in these areas. Some contributions were initiated at the event, others were developed since through further invitations, editing, and cross-reviewing. This contributed book contains 14 invited chapters that address side-channel attacks and fault injection, cryptographic primitives, adversarial machine learning, and intrusion detection. The chapters were evaluated based on their significance, technical quality, and relevance to the topics of security and AI, and each submission was reviewed in single-blind mode and revised.

AI for Cryptography.- Artificial Intelligence for the Design of Symmetric Cryptographic Primitives.- Traditional Machine Learning Methods for Side-Channel Analysis.- Deep Learning on Side-Channel Analysis.- Artificial Neural Networks and Fault Injection A
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