My SDN intrusion detection project combines CNN, Transformer, and GNN models to detect and mitigate DDoS attacks in real time. It detected 9/9 live attacks with zero false positives, and the manuscript is in review for IEEE/Springer submission.
During my internship at AICTE-Edunet Foundation, I completed cybersecurity training in network security, ethical hacking, and threat analysis. I also developed a steganography tool and used Wireshark, Nmap, and SET to analyse traffic and explore common attack techniques.
I also virtualised a university server and deployed Ollama to run local LLMs for AI-assisted system inspection and troubleshooting. My interests include SOC work, AI-driven threat detection, network security, and cyber defence.
