3 ms·
Extra implementation details for anyone curious: - The engine is dual-layer: - L1: regex rules (explainable + fast) - L2: EmbeddingGemma-300M based, INT8 q
by raxe 11mo ago
Extra implementation details for anyone curious:
- The engine is dual-layer:
- L1: regex rules (explainable + fast)
- L2: EmbeddingGemma-300M based, INT8 quantized ONNX classifier (CPU), with 5 heads:
1) is_threat
2) threat_family
3) severity
4) primary_technique
5) harm_types (multilabel)
- Offline mode:
You can run completely without network
- Telemetry is detection metadata only (e.g., prompt_hash + rule_id + severity + duration). Raw prompts and matched substrings are never sent.
Happy to answer anything / take feature requests.