Web intrusion detection system combined with feature analysis and SVM optimization

Web intrusion detection system combined with feature analysis and SVM optimization

Abstract The current network traffic is large, and the network attacks have multiple types. Therefore, anomaly detection model combined with machine learning is developing rapidly. Frequent occurrences of Web Application Firewall (WAF) bypass attacks and the redundancy of the data characteristics in...

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Bibliographic Details
Main Authors: Chao Liu, Jing Yang, Jinqiu Wu
Format: Article
Language:English
Published: SpringerOpen 2020-02-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Hidden Markov model
Protocol analysis
Support vector machine
Grid search
Online Access:https://doi.org/10.1186/s13638-019-1591-1

Internet

https://doi.org/10.1186/s13638-019-1591-1

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