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v04 ai video — agentic threat model

5.4AIVSS 5.4 · Medium

V04 AI Video is primarily a generative media tool with low agentic risk, posing threats mainly related to content safety, prompt injection, and resource abuse rather than autonomous system compromise.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 4.3AARS uplift 1.08Factor sum 1.9/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.10
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.10
Persistent Memory
0.10
Contextual Awareness
0.20
Dynamic Identity
0.00
Multi-Agent Interactions
0.00
Non-Determinism
0.70
Opacity & Reflexivity
0.60

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✓ mapped

Utilizes Google Gemini and video generation models. Primary threats include prompt injection to bypass safety filters, generation of misaligned/NSFW/copyrighted content, and adversarial inputs.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — likely processes user-uploaded images and text prompts. Risks include data exfiltration of user assets, lack of data lineage, and potential IP/copyright issues if user inputs are used for model fine-tuning.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — likely uses a basic orchestration framework to chain Gemini prompt expansion with video generation pipelines. Risks include insecure tool integration and prompt injection manipulating the generation pipeline.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — hosted as a closed-source paid service. Risks include API abuse, GPU/CPU resource exhaustion, and insecure storage of generated video assets.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no details on content moderation or output guardrails, though standard safety filters for NSFW/violence are expected for video generation.

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

Not certain from the listing — closed-source paid tool. Risks include lack of clear data privacy policies regarding user-uploaded images and generated video ownership.

L7 · Agent Ecosystem✓ mapped

No multi-agent or marketplace interactions indicated. It operates as a standalone horizontal utility, minimizing ecosystem-level cascading failure risks.

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