Sergii Banin
Publikasjoner
2023
-
Banin, Sergii;
Dyrkolbotn, Geir Olav;
Franke, Katrin.
(2023)
Malware detection and classification using low-level features.
Norges teknisk-naturvitenskapelige universitet. 2023. ISBN 978-82-326-6061-2. Doktoravhandlinger ved NTNU (11).
Doktorgradsavhandling
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.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2020
-
Banin, Sergii;
Dyrkolbotn, Geir Olav.
(2020)
Detection of Running Malware Before it Becomes Malicious.
Lecture Notes in Computer Science (LNCS).
volum 12231.
Vitenskapelig artikkel
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.
Vitenskapelig artikkel
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.
Vitenskapelig artikkel
-
Shalaginov, Andrii;
Banin, Sergii;
Dehghantanha, Ali;
Franke, Katrin.
(2018)
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial.
Cyber Threat Intelligence.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2016
-
Banin, Sergii;
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Memory access patterns for malware detection.
Norsk Informasjonssikkerhetskonferanse (NISK).
volum 2016.
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Banin, Sergii;
Dyrkolbotn, Geir Olav.
(2020)
Detection of Running Malware Before it Becomes Malicious.
Lecture Notes in Computer Science (LNCS).
volum 12231.
Vitenskapelig artikkel
-
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.
Vitenskapelig artikkel
-
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.
Vitenskapelig artikkel
-
Banin, Sergii;
Shalaginov, Andrii;
Franke, Katrin.
(2016)
Memory access patterns for malware detection.
Norsk Informasjonssikkerhetskonferanse (NISK).
volum 2016.
Vitenskapelig artikkel
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.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Shalaginov, Andrii;
Banin, Sergii;
Dehghantanha, Ali;
Franke, Katrin.
(2018)
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial.
Cyber Threat Intelligence.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rapport
-
Banin, Sergii;
Dyrkolbotn, Geir Olav;
Franke, Katrin.
(2023)
Malware detection and classification using low-level features.
Norges teknisk-naturvitenskapelige universitet. 2023. ISBN 978-82-326-6061-2. Doktoravhandlinger ved NTNU (11).
Doktorgradsavhandling