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Thesis network intrusion detection system

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Skip to Main Content. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. Use of this web site signifies your agreement to the terms and conditions. Random-Forests-Based Network Intrusion Detection Systems Abstract: Prevention of security breaches completely using the existing security technologies is unrealistic. As a result, intrusion detection is an important component in network security.
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IDS Thesis

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Study on Decision Tree and KNN Algorithm for Intrusion Detection System – IJERT

Adekunle Adeyemo , Eastern Illinois University. Cyber Security will always be a subject of discussion for a long time to come. Research has shown that there is massive growth of cyber-crime and the currently available number of Cyber Security experts to counter this is limited. Although there are multiple resources discussing Cyber Security, but access to training in practical applications is limited. Then the challenge is how EIU will expose students to the practical reality of Cyber Security where they can learn different detection, prevention and incidence analysis techniques of cyber-attacks. In addition, students should have the opportunity to learn cyber-attacks legally.
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10 Best Network Intrusion Detection Systems Software & NIDS Tools

Abstract With the increase in use of network technology and internet in todays world, cyber attacks and corruption of network protocols have become an inevitable part of the system. IDS is a system that detects malicious activity by monitoring a system or a network. This paper focuses on implementing machine learning techniques — Decision Tree and KNN on IDS and evaluates the performance of both the techniques based on their accuracy. The performance of algorithms is calculated by metrics like accuracy, recall, precision and F-score. The two algorithms are compared on the basis of these performance metrics.
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Intrusion detection system is one of the most important parts of network security in competing against illegitimate network access. Intruder uses hijacking technique like host file hijack or IP spoofing, which is IP address forgery. There are different ways by which intrusion can take place, such as fake emailing and denial of service attack.
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