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AI Just Better — agentic threat model

4.6AIVSS 4.6 · Medium

AI Just Better is a curated directory and comparison platform with negligible agentic capabilities, presenting extremely low security risks primarily limited to standard web application vulnerabilities rather than AI-specific threats.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 4.3AARS uplift 0.26Factor sum 0.5/10Threat ×0.9Mitigation ×1.0
Autonomy of Action
0.00
Goal-Driven Planning
0.00
Self-Modification
0.00
Dynamic Tool Use
0.10
Persistent Memory
0.10
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 directory might use basic LLMs for generating comparisons or search, but the listing does not specify. If used, threats include prompt injection or misaligned outputs.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — The platform relies on a curated database of AI tools. Threats include database poisoning or unauthorized modification of directory entries.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — There is no evidence of an active agent framework or orchestration layer; it appears to be a standard web application.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — Standard web hosting threats apply (e.g., server compromise, DDoS), but specific infrastructure details are not provided.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — No mention of monitoring, guardrails, or evaluation metrics for the search or recommendation features.

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

Not certain from the listing — No security certifications, access controls, or compliance frameworks are mentioned in the public directory listing.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — The platform lists other AI tools but does not interact with them programmatically as an agent ecosystem.

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