Sergii Banin
Publikasjoner
2021
- 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.
- Banin, Sergii; Dyrkolbotn, Geir Olav. (2021) Detection of Previously Unseen Malware using Memory Access Patterns Recorded Before the Entry Point. 2020 IEEE International Conference on Big Data.
2020
- Banin, Sergii; Dyrkolbotn, Geir Olav. (2020) Detection of Running Malware Before it Becomes Malicious. Lecture Notes in Computer Science (LNCS). volum 12231.
2019
- Banin, Sergii; Dyrkolbotn, Geir Olav. (2019) Correlating High- and Low-Level Features: Increased Understanding of Malware Classification. Lecture Notes in Computer Science (LNCS). volum 11689.
2018
- Banin, Sergii; Dyrkolbotn, Geir Olav. (2018) Multinomial malware classification via low-level features. Digital Investigation. The International Journal of Digital Forensics and Incident Response. volum 26.
- Shalaginov, Andrii; Banin, Sergii; Dehghantanha, Ali; Franke, Katrin. (2018) Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. Cyber Threat Intelligence.
2016
- Banin, Sergii; Shalaginov, Andrii; Franke, Katrin. (2016) Memory access patterns for malware detection. Norsk Informasjonssikkerhetskonferanse (NISK). volum 2016.
Tidsskriftspublikasjoner
- Banin, Sergii; Dyrkolbotn, Geir Olav. (2020) Detection of Running Malware Before it Becomes Malicious. Lecture Notes in Computer Science (LNCS). volum 12231.
- Banin, Sergii; Dyrkolbotn, Geir Olav. (2019) Correlating High- and Low-Level Features: Increased Understanding of Malware Classification. Lecture Notes in Computer Science (LNCS). volum 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. volum 26.
- Banin, Sergii; Shalaginov, Andrii; Franke, Katrin. (2016) Memory access patterns for malware detection. Norsk Informasjonssikkerhetskonferanse (NISK). volum 2016.
Del av bok/rapport
- 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.
- Banin, Sergii; Dyrkolbotn, Geir Olav. (2021) Detection of Previously Unseen Malware using Memory Access Patterns Recorded Before the Entry Point. 2020 IEEE International Conference on Big Data.
- Shalaginov, Andrii; Banin, Sergii; Dehghantanha, Ali; Franke, Katrin. (2018) Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. Cyber Threat Intelligence.