Detecting Adversarial DDoS Attacks in Software- Defined Networking Using Deep Learning Techniques and Adversarial Training. - Beny Nugraha; Naina Kulkarni; Akash Gopikrishnan (CSR, 2021)

Anomaly Detection using a Semi-Supervised Deep Learning Model on Open 5G Core Metrics during User-Equipment Registration. - Akash Gopikrishnan; Arun Prakash; Christian Hein; Klaus Mößner; Marius Corici; Thomas Magedanz (CSCN, 2023)

Machine Learning Pipeline For Anomaly Detection In Next Generation Networks. - Akash Gopikrishnan; Alqama Rao; Arun Prakash; Varun Gowtham; Florian Schreiner 001; Marius Corici; Christian Hein; Thomas Magedanz (CSCN, 2024)