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← Square Face Maker

Square Face Maker — agentic threat model

3.9AIVSS 3.9 · Low

The Square Face Maker is a low-risk, single-purpose avatar generator with minimal agentic capabilities, presenting negligible risk to enterprise systems due to its lack of integrations, memory, or autonomous planning.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 3.5AARS uplift 0.41Factor sum 0.7/10Threat ×0.9Mitigation ×1.0
Autonomy of Action
0.10
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
0.30
Opacity & Reflexivity
0.20

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 application likely uses a basic image generation model or a pre-defined asset-combinator. If a generative model is used, it may be susceptible to prompt injection or adversarial manipulation, though the impact is limited to generating off-topic or inappropriate avatar images.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — the '200+ options' suggests a static database of image assets or a fixed model. There is no indication of RAG, vector databases, or user data storage that could be targeted for data poisoning or exfiltration.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — the tool does not appear to utilize an agentic orchestration framework, operating instead as a simple single-turn utility with no tool-calling or complex planning capabilities.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — hosted as a free web application. Standard web infrastructure risks apply, such as potential server compromise or the distribution of malicious payloads (e.g., steganographic malware embedded in the generated PNGs).

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — there is no evidence of output monitoring, content filtering, or input guardrails to prevent the generation of abusive or policy-violating avatar combinations.

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

Not certain from the listing — the 'no signup' feature indicates a lack of user authentication, access controls, or audit logging, making it impossible to track usage or enforce compliance policies.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — the tool operates entirely in isolation as a standalone horizontal utility with no multi-agent interactions or ecosystem integrations.

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