Apex Sentinel
AI-powered security monitor for distributed cloud infrastructure.
The Mission
Detecting anomalies in massive streams of infrastructure logs requires more than just threshold-based alerts. Apex Sentinel uses unsupervised learning to baseline “normal” behavior.
Core Technology
The system utilizes a Long Short-Term Memory (LSTM) network to analyze sequence patterns in log streams. It’s deployed as a set of sidecars within a Kubernetes cluster.
Results
Successfully identified 95% of simulated zero-day attacks during beta testing with a false positive rate of under 2%.