Combat security alert fatigue with ai-assisted techniques

T Ban, N Samuel, T Takahashi, D Inoue - Proceedings of the 14th Cyber …, 2021 - dl.acm.org
The main challenge for security information and event management (SIEM) is to find critical
security incidents among a huge number of false alerts generated from separate security …

A machine learning approach to detection of critical alerts from imbalanced multi-appliance threat alert logs

S Ndichu, T Ban, T Takahashi… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The extraordinary number of alerts generated by network intrusion detection systems (NIDS)
can desensitize security analysts tasked with incident response. Security information and …

Reduction of alert fatigue using extended isolation forest

T Ahmed, A Shah, M Kolla… - … Conference on Forensics …, 2021 - ieeexplore.ieee.org
Alerts are tasks that continually monitor active queries to look for and report on specific
events or conditions like system performance, security incidents, and threats for a system or …