SARAHAI-NIDSv6 is a Network Intrusion Detection System that employs refined “pattern-of-life” analysis using a Kernel Density Estimation (KDE) model. It offers a simple yet enhanced web-based UI, automatic dependency setup, and easy integration with a SIEM or Amazon S3.
SARAHAI-NIDSv6 references U.S. Patent No. 11,308,384 for advanced anomaly detection technologies, specifically focusing on pattern-of-life analysis—taking into account day-of-week, hour-of-day, and other features for more accurate anomaly detection.