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Machine Learning for Cyber Agents : Attack and Defence (Advanced Sciences and Technologies for Security Applications)

By: Maurizio Martellini (Author) , Stanislav Abaimov (Author)

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Ksh 25,100.00

Format: Hardback or Cased Book

ISBN-10: 3030915840

ISBN-13: 9783030915841

Collection / Series: Advanced Sciences and Technologies for Security Applications

Collection Type: Publisher collection

Edition statement: 2022 ed.

Publisher: Springer Nature Switzerland AG

Imprint: Springer Nature Switzerland AG

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Jan 28th, 2022

Publication Status: Active

Product extent: 227 Pages

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The cyber world has been both enhanced and endangered by AI. On the one hand, the performance of many existing security services has been improved, and new tools created. On the other, it entails new cyber threats both through evolved attacking capacities and through its own imperfections and vulnerabilities. Moreover, quantum computers are further pushing the boundaries of what is possible, by making machine learning cyber agents faster and smarter. With the abundance of often-confusing information and lack of trust in the diverse applications of AI-based technologies, it is essential to have a book that can explain, from a cyber security standpoint, why and at what stage the emerging, powerful technology of machine learning can and should be mistrusted, and how to benefit from it while avoiding potentially disastrous consequences. In addition, this book sheds light on another highly sensitive area – the application of machine learning for offensive purposes, an aspect that iswidely misunderstood, under-represented in the academic literature and requires immediate expert attention.

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