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Anomaly Detection in Certificate Transparency Logs
May 9, 2024, 4:12 a.m. | Richard Ostert\'ag, Martin Stanek
cs.CR updates on arXiv.org arxiv.org
Abstract: We propose an anomaly detection technique for X.509 certificates utilizing Isolation Forest. This method can be beneficial when compliance testing with X.509 linters proves unsatisfactory, and we seek to identify anomalies beyond standards compliance. The technique is validated on a sample of certificates from Certificate Transparency logs.
anomaly detection arxiv beyond can certificate certificates certificate transparency compliance compliance testing cs.cr cs.lg detection forest identify isolation logs sample standards testing transparency
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