CoinIQ — agentic threat model
CoinIQ acts as a read-only financial aggregator and analytical assistant, presenting moderate risk primarily centered around the exposure of sensitive API keys, wallet addresses, and financial portfolio data.
OWASP AIVSS score rationale
| Autonomy of Action | 0.20 | |
| Goal-Driven Planning | 0.20 | |
| Self-Modification | 0.00 | |
| Dynamic Tool Use | 0.40 | |
| Persistent Memory | 0.30 | |
| Contextual Awareness | 0.70 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.00 | |
| Non-Determinism | 0.50 | |
| Opacity & Reflexivity | 0.40 |
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 utilizes LLMs to generate the narrative 'story behind the numbers' and assess trading decisions. Primary threats include prompt injection leading to biased financial assessments or model reprogramming.
Not certain from the listing — ingests diverse data streams including on-chain data, market sentiment, and exchange APIs. Threats include data poisoning of sentiment sources and ingestion of malicious metadata from on-chain transactions.
Not certain from the listing — orchestrates read-only tool calls to external crypto exchanges and blockchain nodes. Threats include insecure tool integration and exposure of API credentials during tool execution.
Not certain from the listing — requires highly secure infrastructure to store and manage user exchange API keys and wallet addresses. Threats include database compromise and unauthorized access to stored credentials.
Not certain from the listing — requires strict guardrails to ensure financial assessments and risk calculations do not hallucinate or provide misleading investment advice.
Not certain from the listing — demands robust encryption for API secrets at rest and in transit, alongside strict user authentication and compliance with financial data privacy regulations.
Not certain from the listing — operates as a standalone horizontal portfolio analyzer with no indicated multi-agent or ecosystem marketplace integrations.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).