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Circle Crop Image — agentic threat model

2.8AIVSS 2.8 · Low

Circle Crop Image is a static, browser-based utility rather than an active AI agent, presenting virtually zero agentic risk. Its primary security considerations are standard web application vulnerabilities (such as XSS) 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 3.5AARS uplift 0.0Factor sum 0.0/10Threat ×0.9Mitigation ×0.8
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
0.00
Dynamic Identity
0.00
Multi-Agent Interactions
0.00
Non-Determinism
0.00
Opacity & Reflexivity
0.00

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 tool does not appear to use any foundation models or LLMs, as it is described as a simple browser-based image cropping utility.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — There is no indication of data operations, vector databases, or RAG; processing occurs entirely within the user's browser.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — No agent frameworks, planning orchestration, or tool-calling capabilities are mentioned or required for this static utility.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — While hosted on the web, the infrastructure details are unspecified, though browser-based processing minimizes server-side attack surfaces.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — No AI observability, evaluation, or guardrail mechanisms are mentioned, which is typical for a deterministic client-side tool.

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

Not certain from the listing — No security compliance frameworks or identity management are detailed, though privacy is inherently aided by local browser-based processing.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — There is no evidence of multi-agent ecosystem integration, API connections, or agent-to-agent communication.

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