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    Объявления

    Machine Learning and Security Protecting Systems with Data and Algorithms

    31-07-2018, 08:14 Bo0mB0om
    Книги журналы
    Machine Learning and Security Protecting Systems with Data and Algorithms

    Machine Learning and Security: Protecting Systems with Data and Algorithms by Clarence Chio, David Freeman
    English | February 17, 2018 | ISBN: 1491979909 | True PDF | 386 pages | 6.4 MB


    Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself! With this practical guide, you'll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis.

    Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike.

    Learn how machine learning has contributed to the success of modern spam filters
    Quickly detect anomalies, including breaches, fraud, and impending system failure
    Conduct malware analysis by extracting useful information from computer binaries
    Uncover attackers within the network by finding patterns inside datasets
    Examine how attackers exploit consumer-facing websites and app functionality
    Translate your machine learning algorithms from the lab to production
    Understand the threat attackers pose to machine learning solutions
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