Machine Learning Approaches in Cyber Security Analytics

Sabu Emmanuel, Athira P. Vijayaraghavan, Tony Thomas, et al.

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Springer Singapore img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Informatik

Beschreibung

This book introduces various machine learning methods for cyber security analytics. With an overwhelming amount of data being generated and transferred over various networks, monitoring everything that is exchanged and identifying potential cyber threats and attacks poses a serious challenge for cyber experts. Further, as cyber attacks become more frequent and sophisticated, there is a requirement for machines to predict, detect, and identify them more rapidly. Machine learning offers various tools and techniques to automate and quickly predict, detect, and identify cyber attacks.

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Schlagwörter

Machine Intelligence, Malware, Anomaly Detection, data structures, Biometrics, Cyber Security