REPLICAWATCHER: Training-less Anomaly Detection in Containerized Microservices
Asbat El Khairi
Network and Distributed System Security (NDSS) Symposium 2024 · Day 3 · Systems & Containers
In the rapidly evolving landscape of containerized microservices, traditional anomaly detection systems face a formidable challenge: the relentless shift in what constitutes "normal" behavior. This talk introduces **REPLICAWATCHER**, a novel, training-less anomaly-based intrusion detection system designed specifically to address this issue in dynamic microservices environments. Presented by Asbat El Khairi, REPLICAWATCHER proposes a paradigm shift from reliance on static, pre-established baselines to a real-time comparative analysis of identical container instances, or replicas.