AEGIS architecture overview
An overview of the AEGIS classification engine: nine purpose-built detectors running in parallel, an ensemble verdict layer, and the deployment topology that lets the same engine ship as a network-edge component, a device-embedded component, and an enterprise service. Covers the design tradeoffs that distinguish AEGIS from LLM-wrapper classifiers.
Abstract
An overview of the AEGIS classification engine: nine purpose-built detectors running in parallel, an ensemble verdict layer, and the deployment topology that lets the same engine ship as a network-edge component, a device-embedded component, and an enterprise service. Covers the design tradeoffs that distinguish AEGIS from LLM-wrapper classifiers.
Status
Research note · full PDF pending. This page is the canonical abstract for now. The complete paper publishes once we finalize external review and distribution; this page links to it on the same URL when ready. Subscribe for release alerts via contact · research interest.