Thomas, 2013 - Google Patents

Improving intrusion detection for imbalanced network traffic

Thomas, 2013

Document ID: 81761061711143766
Author: Thomas C
Publication year: 2013
Publication venue: Security and communication Networks

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The acceptability and usability of intrusion detection systems get seriously affected with data imbalance in network traffic. A large number of false alarms mean a lot in terms of the acceptability of intrusion detection systems. The reason for the increase in false alerts is that …

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238000001514 detection method 0 title abstract description 87

Classifications

- H—ELECTRICITY
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- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
- H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
- H04L63/1425—Traffic logging, e.g. anomaly detection
- H—ELECTRICITY
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- H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
- H04L63/1416—Event detection, e.g. attack signature detection
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- G06F21/56—Computer malware detection or handling, e.g. anti-virus arrangements
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