How CyberMoranda's CIDS Risk Engine Turns Raw Security Events into Decisions

CyberMoranda's Cyber Intrusion Detection System (CIDS) features a Risk Engine designed to evaluate security events using context, confidence, and behavioral patterns rather than simple point scoring. The engine sits between detection and response layers, ensuring that identical events — such as failed logins — are interpreted differently depending on their surrounding context. It tracks temporal sequences of activity within sessions, allowing it to identify behavioral patterns that isolated event analysis would miss. Risk scores are also designed to decay over time so that outdated suspicious activity does not permanently flag a session. Crucially, the engine separates risk assessment from automated response, requiring a dedicated policy layer to make final decisions based on both risk level and confidence rating.