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Network Intrusion Awareness using Data Fusion and SVM Classification

Network Intrusion Awareness using Data Fusion and SVM Classification

von Chandra Prakash Bhargava und Pradeep Yadav
Softcover - 9786206155768
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Beschreibung

Network intrusion awareness is important factor for risk analysis of network security. In the recent decade different method and framework are available for intrusion detection and security alertness. A number of method based on knowledge discovery process and some framework based on neural network. These complete model take rule based decision for the generation of security alerts. In this dissertation we proposed a novel method for intrusion awareness using data fusion and SVM classification. The data fusion work on the biases of features gathering of occurrence. Support vector machine is super classifier of data. Now we used SVM for the detection of closed item of ruled based technique.

A Study on Improving Cybersecurity through Integrated Analysis and Machine Learning Techniques

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 12. April 2023
Maße 22 cm x 15 cm x 0.5 cm
Gewicht 131 Gramm
Format Softcover
ISBN-13 9786206155768
Seiten 76