Automated Threat-Alert Screening for Battling Alert Fatigue with Temporal Isolation Forest

Muhamad Erza Aminanto
Muhamad Erza Aminanto
Lei Zhu
Lei Zhu
Takeshi Takahashi
Takeshi Takahashi

2019 17TH INTERNATIONAL CONFERENCE ON PRIVACY, SECURITY AND TRUST (PST), pp. 330.0-332, 2019.

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Abstract:

Network-based intrusion detection systems (NIDSes) tend to output massive alert logs to cover all suspicious communications that deviate from normal network traffic. Due to the tremendous volume of these alert logs, real-time incident response or keeping in pace with the alerts sometimes turns out to be impractical for security operators ...More

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