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).
  Doctoral dissertation

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.
  Academic chapter/article/Conference paper
• 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.
  Academic chapter/article/Conference paper

2020

• Banin, Sergii; Dyrkolbotn, Geir Olav. (2020) Detection of Running Malware Before it Becomes Malicious. Lecture Notes in Computer Science (LNCS). volum 12231.
  Academic article

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.
  Academic article

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.
  Academic article
• Shalaginov, Andrii; Banin, Sergii; Dehghantanha, Ali; Franke, Katrin. (2018) Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. Cyber Threat Intelligence.
  Academic chapter/article/Conference paper

2016

• Banin, Sergii; Shalaginov, Andrii; Franke, Katrin. (2016) Memory access patterns for malware detection. Norsk Informasjonssikkerhetskonferanse (NISK). volum 2016.
  Academic article