Current - Issue

Year 2026 · Volume 5 · Issue 3

Original Article

Adaptive Schema Normalization for Deterministic Security Log Template Mining

Aditya Sourabh1 Harsh P Kavatekar2
1 2 Log Analysis and Security Operations Research

Published Online: September-December 2026

Pages: 176-181

References

1. P. He, J. Zhu, Z. Zheng, and M. R. Lyu, “Drain: An online log parsing approach with fixed depth tree,” in IEEE International Conference on Web Services (ICWS), 2017.
2. LogPAI, “Drain3,” GitHub repository, https://github.com/logpai/Drain3.
3. P. He et al., “An evaluation study on log parsing and its use in log mining,” in IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2020.
4. OCSF Project, “Open cybersecurity schema framework (ocsf),” https://schema.ocsf.io/.
5. Elastic, “Elastic common schema (ecs) reference,” https://www.elastic.co/guide/en/ecs/current/index.html.
6. Splunk Inc., “Splunk common information model (cim) add-on,” https://docs.splunk.com/Documentation/CIM.
7. Open Information Security Foundation, “Suricata ids/ips/nsm engine,” https://suricata.io/

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