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gptme — agentic threat model

9.7AIVSS 9.7 · Critical

gptme presents an extremely high-risk profile due to its unconstrained local execution capabilities, including arbitrary terminal commands and file modifications, combined with web browsing and a complete lack of default sandboxing.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 9.3AARS uplift 0.42Factor sum 5.5/10Threat ×1.1Mitigation ×1.0
Autonomy of Action
0.80
Goal-Driven Planning
0.70
Self-Modification
0.40
Dynamic Tool Use
1.00
Persistent Memory
0.30
Contextual Awareness
0.80
Dynamic Identity
0.20
Multi-Agent Interactions
0.10
Non-Determinism
0.70
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.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — supports several LLM providers (both local and cloud), making its vulnerability to prompt injection, adversarial reprogramming, or model-specific exploits highly dependent on the user's chosen backend model.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — primarily operates on local files and web search rather than a dedicated vector database, but its file read/write capabilities expose local data to exfiltration if the agent is compromised.

L3 · Agent Frameworks✓ mapped

High risk of tool misuse and insecure tool integration; the framework allows arbitrary terminal execution, file modification, and web browsing, which can be chained maliciously via prompt injection from untrusted web content or files.

L4 · Deployment & Infrastructure✓ mapped

Runs locally in the user's terminal without default sandboxing ('unconstrained local alternative'), meaning any compromised execution has direct access to the host system, local network, and user privileges.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — provides a CLI and optional Web UI for interaction, but lacks built-in security guardrails, automated policy enforcement, or anomaly detection to monitor malicious tool usage.

L6 · Security & Compliance (cross-cutting)✓ mapped

Lacks built-in authentication or authorization controls, relying entirely on the host operating system's user permissions, presenting significant compliance and access control risks if run in enterprise environments.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — designed as a standalone personal assistant rather than a multi-agent orchestrator, minimizing direct agent-to-agent ecosystem risks unless manually integrated into larger workflows.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).