As you approach the culmination of your computer science journey, the time arrives to showcase your skills through a final year project. This is your chance to experiment and captivate your professors and potential employers with a truly unique creation. From cutting-edge AI applications to dynamic web experiences, the possibilities are expansive.

The increasing proliferation of Internet of Things (IoT) sensors has significantly expanded the attack surface for cybercriminals. Traditional intrusion detection systems (IDS) often struggle to effectively identify and mitigate sophisticated attacks targeting these interconnected networks. This paper presents a novel deep learning approach for int