S. S. Kumar

AEGIS-FL: Auditable Federated Threat Detection for Multi-Tenant Cloud-Edge Systems

Multi-tenant hybrid cloud and edge infrastructures generate security telemetry that is individually sparse and collectively informative, but contractual, regulatory, and competitive barriers prevent tenants from pooling it. Federated learning offers a route around this obstacle, yet deployments in adversarial security...