Sergii Banin
Bakgrunn og aktiviteter
Vitenskapelig, faglig og kunstnerisk arbeid
Et utvalg av nyere tidsskriftspublikasjoner, kunstneriske produksjoner, bok, inklusiv bokdeler og rapport-del. Se alle publikasjoner i databasen
Tidsskriftspublikasjoner
- (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.
Del av bok/rapport
- (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.