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Explore the world of Kubernetes security in this 20-minute conference talk from BSidesSF 2018. Dive into the challenges faced by security teams as Kubernetes adoption skyrockets and learn about KubeScope, a cutting-edge tool designed to secure container orchestration. Discover how KubeScope combines machine learning and rule-based detection to profile orchestrator behavior, enabling the identification of potential threats and establishing best practices. Gain insights into protecting Kubernetes deployments against various exploitation vectors, including malformed input attacks, DDoS manipulations, and credential leaks. Witness demonstrations of KubeScope's capabilities in detecting both known and novel attack scenarios, empowering DevOps teams to accelerate development without compromising security posture.