Edge AI for SecOps on The Telemetry Forge

Edge AI for SecOps on The Telemetry Forge https://telemetry-forge.t-security.org/series/edge-ai-for-secops/ Recent content in Edge AI for SecOps on The Telemetry Forge Hugo en-us Thu, 07 May 2026 00:00:00 +0000 Building an Edge AI Inference Pipeline for Security Operations: Architecture and Concepts (Part 1 of 4) https://telemetry-forge.t-security.org/posts/edge-ai-secops-part1/ Thu, 07 May 2026 00:00:00 +0000 https://telemetry-forge.t-security.org/posts/edge-ai-secops-part1/ Architecture and concepts for building a Jetson Nano edge inference pipeline wired to Splunk ES for AI-driven security detection. Part 1 of 4. Building the DSDL-Native Inference Container on Jetson Nano (Part 2 of 4) https://telemetry-forge.t-security.org/posts/edge-ai-secops-part2/ Thu, 07 May 2026 00:00:00 +0000 https://telemetry-forge.t-security.org/posts/edge-ai-secops-part2/ Build the ARM64 Docker inference container for Jetson Nano -- Dockerfile, DSDL-native Flask app, TLS certificates, and 4-node deployment. Part 2 of 4. Wiring the Pipeline: DSDL Configuration, HEC, and Splunk Integration (Part 3 of 4) https://telemetry-forge.t-security.org/posts/edge-ai-secops-part3/ Thu, 07 May 2026 00:00:00 +0000 https://telemetry-forge.t-security.org/posts/edge-ai-secops-part3/ Complete DSDL 5.2.3 configuration for Splunk -- docker.conf, containers.conf, HEC cluster bundle, and end-to-end smoke tests. Part 3 of 4. Real Security Data: Training and Deploying Anomaly Detection Models (Part 4 of 4) https://telemetry-forge.t-security.org/posts/edge-ai-secops-part4/ Thu, 07 May 2026 00:00:00 +0000 https://telemetry-forge.t-security.org/posts/edge-ai-secops-part4/ Train Isolation Forest models on Zeek conn logs, DNS, and Windows auth events. Build ES correlation rules that generate AI-scored notable events. Part 4 of 4.