EvidenceForge: Realistic Synthetic Security Logs
🔍 EvidenceForge is an open-source project from Cisco Talos that generates correlated, multi-source synthetic security logs using a single canonical event model, causal ordering, and realistic background noise. It outputs synchronized telemetry across 20+ log formats (Windows, Linux, network, and EDR) from a version-controllable YAML scenario file and includes AI-assisted scenario authoring. The tool emphasizes deterministic generation, sensor-aware visibility, and built-in validation to produce datasets suitable for training, testing, and exercises.
