Cristin

2023
1.	Banin, Sergii. Malware detection and classification using low-level features. Norges teknisk-naturvitenskapelige universitet 2023 (ISBN 978-82-326-6061-2) ;Volume 2023.263 p. Doktoravhandlinger ved NTNU(11) NTNU Untitled
2021
2.	Banin, Sergii. Fast and Straightforward Feature Selection Method: A Case of High-Dimensional Low Sample Size Dataset in Malware Analysis. I: Malware Analysis Using Artificial Intelligence and Deep Learning. Springer 2021 ISBN 978-3-030-62581-8. p. 455-476 NTNU Untitled

3.	Banin, Sergii; Dyrkolbotn, Geir Olav. Detection of Previously Unseen Malware using Memory Access Patterns Recorded Before the Entry Point. I: 2020 IEEE International Conference on Big Data. IEEE conference proceedings 2021 ISBN 978-1-7281-6251-5. p. 2242-2253 NTNU Untitled
2020
4.	Banin, Sergii; Dyrkolbotn, Geir Olav. Detection of Running Malware Before it Becomes Malicious. Lecture Notes in Computer Science (LNCS) 2020 ;Volume 12231. p. 57-73 NTNU Untitled
2019
5.	Banin, Sergii; Dyrkolbotn, Geir Olav. Correlating High- and Low-Level Features: Increased Understanding of Malware Classification. Lecture Notes in Computer Science (LNCS) 2019 ;Volume 11689. p. 149-167 NTNU Untitled
2018
6.	Banin, Sergii; Dyrkolbotn, Geir Olav. Multinomial malware classification via low-level features. Digital Investigation. The International Journal of Digital Forensics and Incident Response 2018 ;Volume 26. p. 107-117 FORSV NTNU Untitled

7.	Shalaginov, Andrii; Banin, Sergii; Dehghantanha, Ali; Franke, Katrin. Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. I: Cyber Threat Intelligence. Springer 2018 ISBN 978-3-319-73951-9. p. 7-45 NTNU Untitled
2016
8.	Banin, Sergii; Shalaginov, Andrii; Franke, Katrin. Memory access patterns for malware detection. Norsk Informasjonssikkerhetskonferanse (NISK) 2016 ;Volume 2016. p. 96-107 NTNU Untitled