Performance Enhancement of Intrusion Detection System Using Machine Learning Algorithms with Feature Selection

Anuradha Samkham Raju,Md Mamunur Rashid,Fariza Sabrina

2021 31st International Telecommunication Networks and Applications Conference (ITNAC)（2021）

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摘要

Cybersecurity has emerged as a major concern for individuals and organisations due to digitalisation. As a result, data is growing exponentially making it susceptible to various cyberattacks. Intrusion detection systems are used to effectively detect cyberattacks to achieve cybersecurity. Traditionally, there are many existing IDS models developed using machine learning algorithms for anomaly dete...

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关键词

Measurement,Machine learning algorithms,Correlation,Intrusion detection,Feature extraction,Communications technology,Computer crime

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