Finding Harmony in the Noise: Blending Security Alerts for Attack Detection

Author:

Roelofs Tom-Martijn1ORCID,Barbaro Eduardo12ORCID,Pekarskikh Svetlana1ORCID,Orzechowska Katarzyna3ORCID,Kwapień Marta3ORCID,Tyrlik Jakub3ORCID,Smadu Dinu1ORCID,Van Eeten Michel2ORCID,Zhauniarovich Yury2ORCID

Affiliation:

1. ING Bank, Amsterdam, Netherlands

2. TU Delft, Delft, Netherlands

3. ING Bank, Katowice, Poland

Publisher

ACM

Reference61 articles.

1. Collection mechanism and reduction of IDS alert;Al-Saedi K.H.;International Journal of Computer Applications,2012

2. B. Alahmadi, L. Axon, and I. Martinovic. 2022. 99% False Positives: A Qualitative Study of SOC Analysts' Perspectives on Security Alarms. In USENIX Security. 2783--2800.

3. E. Alpaydin. 2014. Introduction to Machine Learning (3 ed.).

4. Modelling and predicting User Engagement in mobile applications

5. S. Boughorbel F. Jarray and M. El-Anbari. 2017. Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric. PLOS ONE 12 6 (06 2017) 1--17.

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