Confluera CxDR (Extended Detection and Response) Platform is an incident response automation solution that combines behavioral analytics and ML-based anomaly detection to identify suspicious host and network behaviors in real time. The platform uses a Continuous Attack Graph approach to track threats across the infrastructure and reduce false positives, focusing analyst attention on threats that require action. Key capabilities include: - Real-time threat detection across host and network behaviors using behavioral analytics and ML-powered anomaly detection - Threat Storyboarding: visualizes attack progressions as narrative timelines, helping analysts understand and prioritize remediation actions - Auto-generated, context-sensitive remediation recommendations based on hosts, applications, processes, users, and network connections involved in each storyboard - Self-updating attack graphs that reflect only live and active entities at any given time, keeping recommendations current - Precise response actions at the process, network connection, and file levels to minimize disruption to production environments - Analyst workflow tools for case ownership, team collaboration, and response orchestration - Integration with ITSM and SOAR platforms, plus REST APIs for custom integrations The platform is designed to minimize Mean Time to Respond (MTTR) by providing real-time recommendations while an attack is in progress, and to clean up live entities, ingress, and egress points to prevent adversary re-engagement.