Flow Veo 3 — agentic threat model
Flow Veo 3 is a low-autonomy generative video agent with risks primarily centered on model abuse (e.g., deepfakes, copyright infringement) and API resource exhaustion rather than autonomous decision-making or system compromise.
OWASP AIVSS score rationale
| 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 | 0.80 | |
| 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.
Uses advanced video synthesis foundation models. Highly vulnerable to adversarial prompt injections designed to bypass safety filters, model extraction/stealing via API probing, and generating misaligned or harmful visual outputs.
Not certain from the listing — The data operations layer likely handles large image/video uploads and training datasets. Risks include data exfiltration of user-uploaded assets and intellectual property/copyright provenance gaps regarding the training data.
Not certain from the listing — The orchestration framework appears limited to sequential video generation and extension tasks rather than complex tool-calling or autonomous planning, reducing the risk of classic agentic tool misuse.
Not certain from the listing — The infrastructure must support heavy GPU rendering workloads. Primary threats include API denial-of-service (DoS), resource exhaustion, and unauthorized API access leading to financial/billing abuse.
Not certain from the listing — There is no mention of automated content moderation, output guardrails, or observability tools to detect and block the generation of deepfakes, misinformation, or explicit content.
Not certain from the listing — No compliance certifications (such as SOC2 or ISO 27001) or specific user authentication/authorization controls are detailed for the API or platform.
Not certain from the listing — The agent operates as a standalone vertical API and does not currently feature multi-agent collaboration or marketplace integrations, minimizing ecosystem-level cascading risks.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).