Skyhawk Synthesis Security Platform's CSPM (Cloud Security Posture Management) module is a cloud security tool designed to identify misconfigurations, enforce compliance, and automate remediation across cloud infrastructure. Key capabilities include: - **Misconfiguration Detection:** Identifies cloud infrastructure misconfigurations to reduce exposure and close security gaps. - **Compliance Reporting:** Generates comprehensive compliance reports to support regulatory and policy requirements. - **Automatic Remediation:** Applies automated fixes to improve the overall cloud security posture without manual intervention. - **Runtime Monitoring:** Continuously monitors the cloud environment at runtime to detect threats as they unfold, rather than at pre-set intervals or via point-in-time snapshots. - **Attack Sequence Detection:** Correlates multiple behavioral indicators (MBIs) into sequences, assigning risk scores and triggering alerts only when a defined threshold is reached, reducing noise. - **Custom Machine Learning Models:** Builds and updates machine learning models at three layers — across the Skyhawk Security Cloud, within the customer's cloud environment, and at the individual user/asset level — refreshed daily to prevent model drift and reverse engineering. - **Autonomous Purple Team:** Provides a proactive cloud security capability for simulating and anticipating threats before they materialize. The platform differentiates its CSPM offering by combining traditional posture management with real-time cloud threat detection and response, addressing both static configuration issues and active runtime threats.