GOAT — agentic threat model

Not certain from the listing — GOAT is model-agnostic and integrates with various LLMs. The primary threat at this layer is prompt injection or jailbreaking of the underlying model, which could trick the agent into executing unauthorized onchain transactions.

Not certain from the listing — GOAT primarily interacts with live blockchain state rather than traditional RAG data stores. However, threats include reading poisoned onchain data or manipulated oracle states to influence agent decisions.

GOAT acts directly as the tool-calling integration layer for blockchain actions. The critical threat here is insecure tool integration, where malicious inputs or prompt injections bypass validation and trigger high-impact tools like token transfers or smart contract executions.

Not certain from the listing — Infrastructure security depends entirely on where the developer hosts the agent. However, because GOAT manages wallets (including raw key pairs), host compromise or exposed environment variables represents an immediate threat of total private key exfiltration.

Not certain from the listing — The toolkit does not specify built-in transaction simulation, guardrails, or logging mechanisms. The lack of observability means unauthorized or anomalous transactions may go undetected until funds are permanently lost.

GOAT supports various wallet types (key pairs, smart wallets). The main threat is the lack of native, fine-grained authorization policies (AuthZ) determining which user prompts are allowed to trigger which financial transactions, alongside compliance risks regarding KYC/AML.

GOAT integrates with external protocols like Uniswap and Polymarket, and frameworks like Eliza. Threats include cascading failures if an integrated DeFi protocol is exploited, or trust abuse in multi-agent setups where one compromised agent drains a shared wallet.