Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. - Andrii Shalaginov; Sergii Banin; Ali Dehghantanha; Katrin Franke (CoRR, 2018)

Multinomial malware classification via low-level features. - Sergii Banin; Geir Olav Dyrkolbotn (Digit. Investig., 2018)

Correlating High- and Low-Level Features: - Increased Understanding of Malware Classification. - Sergii Banin; Geir Olav Dyrkolbotn (IWSEC, 2019)

Detection of Previously Unseen Malware using Memory Access Patterns Recorded Before the Entry Point. - Sergii Banin; Geir Olav Dyrkolbotn (IEEE BigData, 2020)

Detection of Running Malware Before it Becomes Malicious. - Sergii Banin; Geir Olav Dyrkolbotn (IWSEC, 2020)

Malware detection and classification using low-level features. - Sergii Banin (2023)