Anomaly-Based Network Intrusion Detection Using Wavelets and Adversarial Autoencoders. - Samir Puuska; Tero Kokkonen; Janne Alatalo; Eppu Heilimo (SecITC, 2018)

Network Anomaly Detection Based on WaveNet. - Tero Kokkonen; Samir Puuska; Janne Alatalo; Eppu Heilimo; Antti Mäkelä (NEW2AN, 2019)

Statistical Evaluation of Artificial Intelligence -Based Intrusion Detection System. - Samir Puuska; Tero Kokkonen; Petri Mutka; Janne Alatalo; Eppu Heilimo; Antti Mäkelä (WorldCIST (2), 2020)