The application of using ML in intrusion detection has mostly been limited to research work and showing results on the formally used kdd99 dataset. In this project I have developed a simple mechanism ...

With the rapid advancement of technology and the increasing dependence on the internet, cybersecurity has become a major concern for organizations and individuals alike. Cybercriminals are ...

This work presents an Intrusion Analysis System that efficiently detects and analyses DDoS attacks in real-time by utilizing Python’s powerful capabilities. This cutting-edge solution combines machine ...

An intrusion detection system (IDS) plays a crucial role in network security by distinguishing hostile activities from network traffic. Conventional hardware-based IDS architectures have high ...

An IDS, or an intrusion detection system, is a popular security tool that scans a network 24/7 and alerts you the moment it detects something fishy like unauthorized devices attempting to connect ...