Image to 3D AI — agentic threat model
Image to 3D AI is a low-risk, single-purpose utility tool with minimal agentic capabilities, posing primary risks around transient data exposure and downstream exploitation via malformed 3D file exports.
OWASP AIVSS score rationale
| 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 | 0.40 |
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.
Not certain from the listing — likely uses a proprietary or fine-tuned image-to-3D diffusion/reconstruction model. Threats include adversarial input images designed to crash the generator or cause bizarre outputs, and model stealing of their proprietary weights.
The listing states 'Uploaded images are not stored and are deleted immediately after conversion.' This mitigates data persistence risks, but transient data poisoning or exposure during transit remains a threat.
Not certain from the listing — likely does not use a complex agent framework (like LangChain/AutoGPT) but rather a standard web API pipeline. Threat of tool misuse is low as there are no dynamic tools.
Not certain from the listing — hosted as a web service. Threats include server-side resource exhaustion (3D generation is GPU-heavy) and container escape if the generation environment is not sandboxed.
Not certain from the listing — no mention of monitoring or guardrails. Gaps in logging could allow attackers to abuse the service for free generation or probe the model.
Not certain from the listing — no compliance certifications (like SOC2 or ISO) are mentioned. The only stated control is immediate deletion of uploaded images.
This is a single-user, vertical utility tool with no multi-agent or marketplace ecosystem features described. Ecosystem threats are currently non-existent.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology. Are you the vendor? Factual corrections are free.