2023

• Banin, Sergii; Dyrkolbotn, Geir Olav; Franke, Katrin. (2023) Malware detection and classification using low-level features. Norges teknisk-naturvitenskapelige universitet 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. Springer
  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. IEEE conference proceedings
  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)
  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)
  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
  Academic article
• Shalaginov, Andrii; Banin, Sergii; Dehghantanha, Ali; Franke, Katrin. (2018) Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. Springer
  Academic chapter/article/Conference paper

2016

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