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AIToolFame — agentic threat model

5.1AIVSS 5.1 · Medium

AIToolFame is a curated web directory of AI tools with negligible agentic risk, as it lacks autonomous decision-making, planning, or dynamic tool execution capabilities.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 5.0AARS uplift 0.14Factor sum 0.3/10Threat ×0.9Mitigation ×1.0
Autonomy of Action
0.00
Goal-Driven Planning
0.00
Self-Modification
0.00
Dynamic Tool Use
0.00
Persistent Memory
0.00
Contextual Awareness
0.10
Dynamic Identity
0.00
Multi-Agent Interactions
0.00
Non-Determinism
0.10
Opacity & Reflexivity
0.10

Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.

MAESTRO 7-layer threat model

Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — The platform is described as a curated directory and does not explicitly mention utilizing foundation models for search, categorization, or generation.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — While it manages a database of AI tools and founder submissions, there is no mention of vector databases, RAG pipelines, or specific data ingestion security controls.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — The platform functions as a traditional web directory rather than an active agent framework; no orchestration, planning, or agentic memory is described.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — Standard web hosting infrastructure is assumed, but details regarding containerization, secrets management, or network security are absent.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — No monitoring, LLM guardrails, or evaluation frameworks are mentioned for verifying the listed tools or user submissions.

L6 · Security & Compliance (cross-cutting)⚠ not certain from listing

Not certain from the listing — Standard web authentication for founders is implied, but no specific compliance certifications, privacy policies, or access control mechanisms are detailed.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — Although it lists AI tools, the platform itself does not engage in multi-agent collaboration, marketplace transactions, or automated agent-to-agent interactions.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).