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muapi-seedance-2 (Generative-Media-Skills) — agentic threat model

7.3AIVSS 7.3 · High

The muapi-seedance-2 agent presents a moderate risk profile primarily centered around API key exposure and potential financial abuse of paid generation services, alongside risks of generating inappropriate content or path traversal during file saving.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 6.5AARS uplift 0.8Factor sum 2.3/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.30
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.20
Persistent Memory
0.00
Contextual Awareness
0.10
Dynamic Identity
0.10
Multi-Agent Interactions
0.20
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⚠ not certain from listing

Not certain from the listing — The agent drives Seedance 2.0 video generation, but the underlying LLM used to parse prompts is unspecified. Risks include prompt injection leading to unintended video generation or bypassing content filters.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — The agent saves video output locally or to a cloud bucket, but details on data storage, access controls, or vector databases are not provided. Risks include path traversal or unauthorized file access.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — The orchestration framework is not specified. The primary tool is the MuAPI outbound call; insecure integration could allow attackers to manipulate API parameters.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — No details are provided regarding hosting, sandboxing, or network isolation. The agent requires outbound internet access to communicate with MuAPI, which must be secured to prevent SSRF.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There is no mention of logging, guardrails, or output validation to detect anomalous API usage or inappropriate generated content.

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

Not certain from the listing — The agent performs authenticated outbound calls, implying a need for secrets management (API keys). If keys are hardcoded or poorly secured, it poses a risk of financial theft via paid API abuse.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — While part of a 'multi-modal media skill pack' under SamurAIGPT, the exact trust boundaries and interaction protocols between this skill and other agents are undefined.

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