Journal publications

• Banin, Sergii; Dyrkolbotn, Geir Olav. (2020) Detection of Running Malware Before it Becomes Malicious. Lecture Notes in Computer Science (LNCS). vol. 12231.
• Banin, Sergii; Dyrkolbotn, Geir Olav. (2019) Correlating High- and Low-Level Features: Increased Understanding of Malware Classification. Lecture Notes in Computer Science (LNCS). vol. 11689.
• Banin, Sergii; Dyrkolbotn, Geir Olav. (2018) Multinomial malware classification via low-level features. Digital Investigation. The International Journal of Digital Forensics and Incident Response. vol. 26.
• Banin, Sergii; Shalaginov, Andrii; Franke, Katrin. (2016) Memory access patterns for malware detection. Norsk Informasjonssikkerhetskonferanse (NISK). vol. 2016.

Part of book/report

• Banin, Sergii. (2021) Fast and Straightforward Feature Selection Method: A Case of High-Dimensional Low Sample Size Dataset in Malware Analysis. Malware Analysis Using Artificial Intelligence and Deep Learning.
• Shalaginov, Andrii; Banin, Sergii; Dehghantanha, Ali; Franke, Katrin. (2018) Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. Cyber Threat Intelligence.