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Machine Learning and Security: Protecting Systems with Data and Algorithms


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…


Machine Learning And Security

Pub Date : 2018-01-26 | Author : Clarence Chio | Publisher : "O'Reilly Media, Inc."

ISBN 10 : 9781491979877
ISBN 13 : 1491979879

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? ..


Machine Learning And Data Mining For Computer Security

Pub Date : 2006-02-28 | Author : Marcus A. Maloof | Publisher : Springer Science & Business Media

ISBN 10 : 9781846282539
ISBN 13 : 1846282535

"Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data mining as it applies to problems in comp..


Data Mining And Machine Learning In Cybersecurity

Pub Date : 2016-04-19 | Author : Sumeet Dua | Publisher : CRC Press

ISBN 10 : 1439839433
ISBN 13 : 9781439839430

With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences,..


Network Anomaly Detection

Pub Date : 2013-06-18 | Author : Dhruba Kumar Bhattacharyya | Publisher : CRC Press

ISBN 10 : 9781466582095
ISBN 13 : 146658209X

With the rapid rise in the ubiquity and sophistication of Internet technology and the accompanying growth in the number of network attacks, network intrusion detection has become i..


Machine Learning In Cyber Trust

Pub Date : 2009-04-05 | Author : Jeffrey J. P. Tsai | Publisher : Springer Science & Business Media

ISBN 10 : 9780387887357
ISBN 13 : 0387887350

Many networked computer systems are far too vulnerable to cyber attacks that can inhibit their functioning, corrupt important data, or expose private information. Not surprisingly,..



Machine Learning

Pub Date : 2012-09-20 | Author : Peter Flach | Publisher : Cambridge University Press

ISBN 10 : 9781107096394
ISBN 13 : 1107096391

Covering all the main approaches in state-of-the-art machine learning research, this will set a new standard as an introductory textbook...


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