Show HN: AIOStack – Using eBPF to Secure AI Services in Kubernetes (aurva.io)

Aurva has launched AIOStack, a groundbreaking security solution leveraging eBPF to enhance visibility and control over data access in Kubernetes environments, especially for AI services. This platform addresses the growing need for real-time monitoring of non-human identities, such as AI agents and ephemeral services, which access sensitive data frequently and can lead to unauthorized use or compliance violations. By linking every data access instance to a verified identity and providing insights into permissions and potential risk behaviors, AIOStack empowers teams to act swiftly against potential breaches. The significance of AIOStack lies in its ability to provide developers and security teams with unparalleled visibility into data access patterns and abnormal behaviors, greatly enhancing risk management. Aurva’s system tracks over 20 billion queries daily, identifies unused permissions, and offers tools to enforce least privilege access, streamlining compliance efforts. With features such as real-time alerts on anomalous access and ready-to-execute action plans, AIOStack not only simplifies security monitoring but also reduces identity and access management complexity by over 40%. This innovation is set to transform data access protocols, instilling confidence in organizations navigating the complexities of AI-driven operations.