Explore proactive Kubernetes security through anomaly detection and runtime alerting in this 37-minute conference talk by Amit Schendel from ARMO and Remi Minnebo from Alter Domus. Discover KubeCop, a proof-of-concept tool within the Kubescape project, designed to enhance cloud native security approaches. Learn about ApplicationProfile baselines and their role in identifying deviations from normal workload behavior using Kubescape and Inspektor-Gadget. Witness hands-on demonstrations of KubeCop's deployment, user experience, and its handling of real-world attack scenarios. Gain insights into innovative security strategies for dynamic and ephemeral Kubernetes environments.