Airtop — agentic threat model
This agent presents a moderate-to-high risk profile due to its handling of sensitive local documents (RAG) and external API integrations (Gemini), balanced by built-in security controls like API-key permissions, rate limiting, and audit logging.
OWASP AIVSS score rationale
| Autonomy of Action | 0.30 | |
| Goal-Driven Planning | 0.20 | |
| Self-Modification | 0.00 | |
| Dynamic Tool Use | 0.50 | |
| Persistent Memory | 0.30 | |
| Contextual Awareness | 0.40 | |
| Dynamic Identity | 0.10 | |
| Multi-Agent Interactions | 0.00 | |
| Non-Determinism | 0.40 | |
| Opacity & Reflexivity | 0.30 |
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.
Integrates with Google Gemini via GEMINI_API_KEY. Primary threats include prompt injection leading to unauthorized document retrieval, model reprogramming, or exposure of the API key.
Supports multi-format ingestion (PDF, DOCX, TXT, MD) into a local store, Redis, or Postgres/pgvector. Risks include data poisoning via malicious document ingestion and unauthorized data exfiltration of sensitive documents.
Not certain from the listing — The specific orchestration framework or agentic planning logic is not detailed, making it difficult to assess vulnerabilities related to tool misuse or memory poisoning.
Self-hosted via Docker or Python, with optional Redis and Postgres/pgvector. Risks include container escape, insecure local hosting configurations, and unauthorized access to database ports.
Includes audit logging and an admin dashboard. Risks include blind spots in detecting prompt injections or anomalous search queries if logging does not capture raw LLM inputs/outputs.
Provides API-key authentication with permissions, rate limiting, and audit logging. Risks include weak API key management or privilege escalation within the admin dashboard.
Not certain from the listing — There is no mention of multi-agent coordination, marketplace integrations, or agent-to-agent communication protocols.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).