22 citations · 22 across the 1 of their papers we have counts for
3 papers
cs.CR2025★ 22 cited
Evaluating explainable AI for deep learning-based network intrusion detection system alert classification
Rajesh Kalakoti, Risto Vaarandi, Hayretdin Bahsi +1
A Network Intrusion Detection System (NIDS) monitors networks for cyber attacks and other unwanted activities. However, NIDS solutions often generate an overwhelming number of aler…
cs.CR2025
A Systematic Literature Review of Cyber Security Monitoring in Maritime
Risto Vaarandi, Leonidas Tsiopoulos, Gabor Visky +2
In recent years, many cyber incidents have occurred in the maritime sector, targeting the information technology (IT) and operational technology (OT) infrastructure. One of the key…
cs.CR2024
Using Large Language Models for Template Detection from Security Event Logs
Risto Vaarandi, Hayretdin Bahsi
In modern IT systems and computer networks, real-time and offline event log analysis is a crucial part of cyber security monitoring. In particular, event log analysis techniques ar…