Avid — agentic threat model
Avid presents a moderate-to-high risk profile primarily due to its ability to compile and export executable APKs, which introduces downstream supply chain risks if the code generation pipeline or underlying LLM is compromised.
OWASP AIVSS score rationale
| Autonomy of Action | 0.30 | |
| Goal-Driven Planning | 0.40 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.50 | |
| Persistent Memory | 0.30 | |
| Contextual Awareness | 0.20 | |
| Dynamic Identity | 0.10 | |
| Multi-Agent Interactions | 0.10 | |
| Non-Determinism | 0.60 | |
| Opacity & Reflexivity | 0.50 |
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 — likely relies on commercial LLMs (e.g., GPT-4 or Claude) to interpret chat prompts and generate Flutter code. Threats include prompt injection that could bypass safety filters to generate malicious code or UI elements.
Not certain from the listing — must store user chat history, generated Flutter code, and UI assets. Threats include data exfiltration of proprietary app designs and potential leakage of intellectual property across tenant boundaries.
Not certain from the listing — uses an orchestration layer to translate chat inputs into structured UI layouts and Flutter code. Threats include insecure tool integration where prompt injection manipulates the code-export or APK-building tools.
Not certain from the listing — requires a backend build infrastructure to compile Flutter code into downloadable APKs. Threats include container escape, resource exhaustion, or privilege escalation during the untrusted code compilation process.
Not certain from the listing — no mention of automated guardrails, static analysis of generated code, or output verification. Threats include blind spots allowing the generation of vulnerable Flutter code (e.g., insecure data storage or hardcoded credentials).
Not certain from the listing — no compliance certifications (like SOC2) or enterprise access controls are detailed. Threats include unauthorized access to user accounts and lack of audit logs for generated code changes.
Not certain from the listing — operates as a standalone vertical builder without explicit multi-agent or marketplace integrations. Threats are limited to the potential inclusion of compromised third-party Flutter packages during the build phase.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).