Microsoft Corporation
ENHANCING SECURITY USING ANOMALY DETECTION

Abstract:

Certificate usage data is generated which identifies which processes or applications use which specific certificates. A certificate-specific usage model is generated based upon the certificate usage data and is used to detect anomalous usage of a certificate, by an application or process that has not previously used the certificate to authenticate itself to the computing system.