Comparative Algorithm Analysis for Machine Learning Based Intrusion Detection System

2021 10th International Conference on Information and Automation for Sustainability (ICIAfS)(2021)

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摘要
In recent years, various types of new intrusions that differ from existing ones have been identified. Moreover, due to the rapid evolution of cyberattacks, machine learning algorithms require updated datasets that comprise the most recent intrusions. The prime objective of this research is to discover the best machine learning algorithm for intrusion detection trained using the NSL-KDD and the UNS...
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关键词
Intrusion Detection,Supervised Learning,Semi-supervised Learning,Unsupervised Learning
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