Chio, Clarence,
Machine learning and security : protecting systems with data and algorithms / Clarence Chio and David Freeman. - First edition. - - xv, 365 pages : illustrations ; 24 cm.
Includes bibliographical references and index.
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 --
9781491979907 1491979909
Machine learning.
Computer security.
Computer security.
Machine learning.
Datensicherung
Künstliche Intelligenz
Machine-learning.
Algoritmen.
Q325.5 / .C48 2018
006.3/1
Machine learning and security : protecting systems with data and algorithms / Clarence Chio and David Freeman. - First edition. - - xv, 365 pages : illustrations ; 24 cm.
Includes bibliographical references and index.
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 --
9781491979907 1491979909
Machine learning.
Computer security.
Computer security.
Machine learning.
Datensicherung
Künstliche Intelligenz
Machine-learning.
Algoritmen.
Q325.5 / .C48 2018
006.3/1