LiveKit Agents — agentic threat model
LiveKit Agents is a powerful real-time multimodal framework whose primary risk lies in the orchestration of edge-deployed workers and extensible plugins handling sensitive audio/video streams, making secure integration and deployment infrastructure critical.
OWASP AIVSS score rationale
| Autonomy of Action | 0.50 | |
| Goal-Driven Planning | 0.40 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.60 | |
| Persistent Memory | 0.30 | |
| Contextual Awareness | 0.80 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.50 | |
| 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.
Not certain from the listing — LiveKit is model-agnostic ('multi-model AI integration'), meaning foundation model threats (such as adversarial audio injection, model poisoning, or misaligned outputs) depend entirely on the external LLM, TTS, or STT models integrated by the developer.
Not certain from the listing — The framework processes real-time audio, video, and data streams, but the listing does not specify how RAG, vector stores, or persistent data operations are structured or secured.
LiveKit provides worker orchestration and an extensible plugin system. Threats include insecure plugin integration, execution of malicious third-party plugins, and orchestration vulnerabilities leading to unauthorized tool execution during real-time sessions.
LiveKit utilizes worker orchestration and edge-optimized performance. Threats include container or host compromise of the orchestration workers, unauthorized access to real-time WebRTC/media servers, and exposed orchestration APIs.
Not certain from the listing — The description focuses on real-time transport and development experience, without detailing built-in guardrails, evaluation frameworks, or logging mechanisms for the agent's decisions.
Not certain from the listing — While it is an open-source framework, the listing does not detail built-in authentication, authorization policies, or compliance certifications (like SOC2 or GDPR).
LiveKit supports worker orchestration and extensible plugins. Threats include rogue plugins within its ecosystem, cascading failures across real-time workers, and compromised third-party integrations.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).