Celebrity AI — agentic threat model
Celebrity AI is a generative video and voice synthesis platform with low agentic autonomy but high potential for abuse through deepfake generation, social engineering, and identity spoofing if its safety controls or APIs are compromised.
OWASP AIVSS score rationale
| Autonomy of Action | 0.20 | |
| Goal-Driven Planning | 0.10 | |
| Self-Modification | 0.00 | |
| Dynamic Tool Use | 0.10 | |
| Persistent Memory | 0.10 | |
| Contextual Awareness | 0.20 | |
| Dynamic Identity | 0.30 | |
| Multi-Agent Interactions | 0.00 | |
| Non-Determinism | 0.40 | |
| 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.
Utilizes advanced generative models for 4K video synthesis, lip-syncing, and voice cloning. Primary threats include adversarial prompt injection to bypass content filters, model extraction of proprietary voice/face synthesis pipelines, and generation of unaligned or harmful deepfake content.
Not certain from the listing — The system must ingest and process user-uploaded faces, text scripts, and maintain a database of 900+ licensed likenesses. Threats include unauthorized access or exfiltration of user-uploaded biometric data, and poisoning of the licensed likeness database.
Not certain from the listing — The orchestration likely relies on a linear pipeline (text-to-speech, face-to-video, lip-sync alignment) rather than an autonomous agent framework. Threats include insecure API parameter handling and pipeline manipulation to bypass watermarking steps.
Not certain from the listing — Likely deployed on GPU-accelerated cloud infrastructure to handle heavy video rendering, exposed via a batch API. Threats include GPU resource exhaustion (DoS) attacks and unauthorized API key access allowing bulk deepfake generation.
Not certain from the listing — No explicit observability or guardrail monitoring is detailed. Threats include blind spots in detecting policy-violating script inputs (e.g., political disinformation or scams) and lack of real-time abuse detection.
Claims GDPR/CCPA compliance and features a built-in 'AI-Generated' watermark. Threats include regulatory non-compliance if biometric data deletion requests are mishandled, and technical circumvention of the watermark by malicious actors.
Not certain from the listing — The agent operates as a standalone horizontal tool with a batch API, without explicit multi-agent or marketplace integrations. Threats are primarily downstream, where generated assets are used maliciously in external ecosystems.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).