Samenvatting
The investigations run by tier 1 (T1) analysts in a Security Operation Center are critical to the SOC operations as they represent the first gateway to alert escalation and incident response. Critically, they demand an accurate and as-complete-as-possible understanding of the events surrounding the investigated alert. This is a complex task inexperienced T1 analysts can easily lose track of. In this work, we collaborate with a commercial SOC to develop an alert investigation support tool to help inexperienced analysts identify and collect all the information relevant to the investigation of an alert. We evaluate the prototype tool with two qualitative studies. The first study employs T1 analysts from the SOC to evaluate the conformity of the tool to the underpinning analysis process. The second study employs 57 students, recruited from the same pool where the SOC acquires its junior analysts from, to evaluate whether it helps inexperienced analysts develop a complete understanding of events surrounding security alert data. Our findings suggest that employing the tool helps inexperienced analysts form a more accurate understanding of attacks, at no time cost. We discuss the wider implications for research and practice.
Originele taal-2 | Engels |
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Titel | 2024 Annual Computer Security Applications Conference, ACSAC 2024 |
Uitgeverij | Institute of Electrical and Electronics Engineers |
Pagina's | 890-905 |
Aantal pagina's | 16 |
ISBN van elektronische versie | 979-8-3315-2088-5 |
DOI's | |
Status | Gepubliceerd - 18 mrt. 2025 |
Evenement | 40th Annual Computer Security Applications Conference, ACSAC 2024 - Honolulu, Verenigde Staten van Amerika Duur: 9 dec. 2024 → 13 dec. 2024 |
Congres
Congres | 40th Annual Computer Security Applications Conference, ACSAC 2024 |
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Verkorte titel | ACSAC 2024 |
Land/Regio | Verenigde Staten van Amerika |
Stad | Honolulu |
Periode | 9/12/24 → 13/12/24 |
Financiering
This work is supported by the SeReNity project, Grant No. cs.010, funded by Netherlands Organisation for Scientific Research (NWO), by the INTERSECT project, Grant No. NWA.1162.18.301, funded by NWO and by the CATRIN project, Grant No. NWA.1215.18.003. The authors also thank the Eindhoven security hub SOC for its collaboration in this work.
Financiers | Financiernummer |
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NWO | NWA.1215.18.003 |
NWO | CS.010 |
NWO | NWA.1162.18.301 |