Sergii Banin
Background and activities
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
Journal publications
- (2020) Detection of Running Malware Before it Becomes Malicious. Lecture Notes in Computer Science (LNCS). vol. 12231.
- (2019) Correlating High- and Low-Level Features: Increased Understanding of Malware Classification. Lecture Notes in Computer Science (LNCS). vol. 11689.
- (2018) Multinomial malware classification via low-level features. Digital Investigation. The International Journal of Digital Forensics and Incident Response. vol. 26.
- (2016) Memory access patterns for malware detection. Norsk Informasjonssikkerhetskonferanse (NISK). vol. 2016.
Part of book/report
- (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.
- (2021) Detection of Previously Unseen Malware using Memory Access Patterns Recorded Before the Entry Point. 2020 IEEE International Conference on Big Data.
- (2018) Machine Learning Aided Static Malware Analysis: A Survey and Tutorial. Cyber Threat Intelligence.