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Free Sora Generator — agentic threat model

6.1AIVSS 6.1 · Medium

The Free Sora Generator exhibits low agentic risk due to its single-step, prompt-to-video nature, with primary security concerns centered on model abuse (e.g., deepfakes, bypass of safety filters) and resource exhaustion 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 5.3AARS uplift 0.85Factor sum 1.8/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.10
Goal-Driven Planning
0.00
Self-Modification
0.00
Dynamic Tool Use
0.10
Persistent Memory
0.00
Contextual Awareness
0.10
Dynamic Identity
0.00
Multi-Agent Interactions
0.00
Non-Determinism
0.70
Opacity & Reflexivity
0.80

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

Uses a video generation model (Sora2/similar). Highly vulnerable to adversarial prompt injection to bypass safety filters, leading to the generation of restricted, copyrighted, or deepfake content.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — No details on training data or RAG are provided. General threats include training data poisoning, copyright infringement in the training corpus, and lack of data lineage.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — No complex agent framework is described; it appears to be a simple API wrapper. General threats include insecure API integration and prompt injection bypassing system instructions.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — Closed source, hosted service. General threats include GPU resource exhaustion, denial of service, and insecure hosting environment.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — No mention of guardrails or monitoring. General threats include lack of input/output filtering leading to toxic or non-compliant content generation.

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

Not certain from the listing — No compliance certifications or identity management mentioned. General threats include lack of user authentication and potential misuse for generating deepfakes without audit trails.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — No multi-agent or marketplace interactions mentioned. General threats include integration into malicious automated workflows.

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