AttackRuleMap vs IriusRisk AI Threat Modeling & ML: Side-by-Side Comparison (2026)
Features, pricing, ratings, and pros & cons — compared head-to-head.
AttackRuleMap is a free threat modeling tool by ATT&CK Rule Map. IriusRisk AI Threat Modeling & ML is a free threat modeling tool by IriusRisk. Compare features, ratings, integrations, and community reviews side by side to find the best threat modeling fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, company size fit, deployment model, here is our conclusion:
Startup security teams building threat models from scratch should use AttackRuleMap to connect MITRE ATT&CK techniques directly to testable atomic actions, compressing what usually takes weeks of manual mapping into hours. The tool is free and cloud-deployed, removing budget and infrastructure friction at the stage where most startups can't afford a dedicated threat modeling platform. Skip this if your team needs automated detection rules or response playbooks; AttackRuleMap is a planning and validation tool, not an operational security control.
IriusRisk AI Threat Modeling & ML
Security architects building AI and ML systems should use IriusRisk AI Threat Modeling & ML because it's one of the few threat modeling libraries actually designed around ML-specific attack surfaces rather than retrofitted from general application security. The 28 AI/ML security components give you concrete primitives for modeling data poisoning, model extraction, and inference attacks that generic threat libraries simply don't address. Skip this if your team is still on manual threat modeling spreadsheets and lacks the maturity to operationalize structured threat models; the learning curve assumes you understand why threat modeling matters in the first place.
