🛡️ ARGUS & Cíclope — STRIDE threat modeling from an architecture diagram
Upload an architecture diagram (AWS / Azure / GCP) and get a STRIDE threat model with vulnerabilities and countermeasures. Two systems share the same output contract:
- Cíclope — an LLM-only baseline (the image goes straight to a vision model).
- ARGUS — a six-stage expert pipeline (supervised detector → OCR/topology → DFD →
STRIDE-per-element → grounded knowledge
CWE→CAPEC→ATT&CK→D3FEND+ real CVEs → DREAD).
Bring your own key. Pick a provider and paste your own API key — it is used only for this request, is never stored and never logged. Nothing is charged to the demo owner. On this free CPU Space, ARGUS is slow (detector + OCR + several model calls); try Cíclope first for a quick result.
LLM provider
System
Threats
Components