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MindVideo AI — agentic threat model

5.3AIVSS 5.3 · Medium

MindVideo AI exhibits low agentic risk due to its limited autonomy and lack of goal-driven planning, with its primary security exposures residing in content abuse (e.g., deepfakes, NSFW generation) and data privacy risks regarding uploaded user assets.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 4.3AARS uplift 1.03Factor sum 1.8/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.10
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.20
Persistent Memory
0.00
Contextual Awareness
0.10
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 third-party foundation models (HaiLuo AI, Kling AI, Luma Ray, Seaweed). Primary threats include adversarial prompt injection to bypass safety filters, generating misaligned/harmful video content, and dependency risks if upstream APIs are compromised.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — No details are provided regarding how user-uploaded images are processed, stored, or if they are used to fine-tune models. Potential threats include data leakage of proprietary user images and lack of data lineage.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — The system functions primarily as a linear generation pipeline rather than a complex agentic framework. If orchestration exists, threats include insecure API key handling for the integrated video models.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — No hosting or infrastructure details are provided. Standard web application threats apply, such as Server-Side Request Forgery (SSRF) via image URL uploads and resource exhaustion (DoS) due to heavy video rendering demands.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There is no mention of output monitoring, input sanitization, or automated guardrails to detect and block the generation of deepfakes, copyrighted material, or explicit content.

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

Not certain from the listing — No compliance certifications (e.g., GDPR, SOC2) or identity/access management controls are specified, which is critical given the corporate and personal use cases.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — While an API is offered, there is no evidence of multi-agent collaboration or marketplace integrations that could lead to cascading trust failures.

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