Our cutting-edge Network Intrusion Detection System (NIDS) is a powerful tool designed to safeguard your website and network from malicious activities. Developed using state-of-the-art technologies and incorporating various components, including Python models, React.js, Firebase authentication, Bootstrap,Flask and machine learning algorithms, our system offers advanced protection and accurate detection of network intrusions.
The primary objective of our NIDS is to analyze the network that your website is connected to and identify any signs of abnormal behavior. By constantly monitoring network traffic, our system can quickly detect and classify different types of intrusions, ensuring the security of your digital assets.
Using a multi-classification approach, our NIDS categorizes intrusions into four main classes: Denial of Service (DoS), Probe, User to Root (U2R), and Remote to Local (R2L). Each class represents a distinct type of intrusion, allowing you to understand the nature and severity of any detected anomalies accurately.
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