9789355451132: Machine Learning Approaches in Cyber Security
Hardcover
ISBN 10: 935545113X ISBN 13: 9789355451132
Verlag: Namya Press, 2022

Inhaltsangabe

The application of machine learning (ML) technique in cybersecurity is increasing than ever before. Starting from IP traffic classification, filtering malicious traffic for intrusion detection, ML is the one of the promising answers that can be effective against zero day threats. New research is being done by use of statistical traffic characteristics and ML techniques. This paper is a focused literature survey of machine learning and its application to cyber analytics for intrusion detection, traffic classification and applications such as email filtering. Based on the relevance and the number of citation each methods were identified and summarized. Because datasets are an important part of the ML approaches some well know datasets are also mentioned. Some recommendations are also provided on when to use a given algorithm.

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Verlag
Namya Press
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
935545113X
ISBN 13 
9789355451132
Einband
Gebundene Ausgabe
Anzahl der Seiten
265
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Verantwortliche Person
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