Combating Threat-Alert Fatigue with Online Anomaly Detection Using Isolation Forest

Muhamad Erza Aminanto
Muhamad Erza Aminanto
Lei Zhu
Lei Zhu
Ryoichi Isawa
Ryoichi Isawa
Takeshi Takahashi
Takeshi Takahashi

ICONIP (1), pp. 756-765, 2019.

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Abstract:

The threat-alert fatigue problem, which is the inability of security operators to genuinely investigate each alert coming from network-based intrusion detection systems, causes many unexplored alerts and hence a deterioration of the quality of service. Motivated by this pressing need to reduce the number of threat-alerts presented to secu...More

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