Date of Publication :15th June 2024

Abstract:In the commercial sector, intrusion detection is widely recognized as a critical technology and remains an active area of research. Its significance lies in its role as a fundamental tool for safeguarding sensitive data. It is a vital tool for information security. Administrators can proactively mitigate risks by employing Network Intrusion Detection Systems to monitor networks for potential breaches or unauthorized access and promptly alert relevant stakeholders. In today's interconnected environment, where computer systems form distributed networks spanning vast distances and multiple locations, the network serves as both a means of communication and a potential entry point for intrusion. The primary objective of such systems is to identify and mitigate common network attacks, utilizing signature-based methods similar to traditional IDS (intrusion detection systems). These systems inspect network packets, cross- referencing them with a repository of recognized malicious signatures to identify potential threats.

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