Описание
PraisonAI: Unauthenticated Allow-List Manipulation Bypasses Agent Tool Approval Safety Controls
Summary
The gateway's /api/approval/allow-list endpoint permits unauthenticated modification of the tool approval allowlist when no auth_token is configured (the default). By adding dangerous tool names (e.g., shell_exec, file_write) to the allowlist, an attacker can cause the ExecApprovalManager to auto-approve all future agent invocations of those tools, bypassing the human-in-the-loop safety mechanism that the approval system is specifically designed to enforce.
Details
The vulnerability arises from the interaction of three components:
1. Authentication bypass in default config
_check_auth() in server.py:243-246 returns None (no error) when self.config.auth_token is falsy:
GatewayConfig defaults auth_token to None (config.py:61):
2. Unrestricted allowlist modification
The approval_allowlist handler at server.py:381-420 calls _check_auth() and proceeds when it returns None:
There is no validation that tool_name corresponds to a real tool, no restriction on which tools can be allowlisted, and no rate limiting.
3. Auto-approval fast path
When GatewayApprovalBackend.request_approval() is called by an agent (gateway_approval.py:87), it calls ExecApprovalManager.register(), which checks the allowlist first (exec_approval.py:141-144):
The tool executes immediately without any human review.
Complete data flow:
- Attacker POSTs
{"tool_name": "shell_exec"}to/api/approval/allow-list _check_auth()returnsNone(no auth token configured)_approval_mgr.allowlist.add("shell_exec")adds to thePermissionAllowlistset- Agent later calls
shell_exec→GatewayApprovalBackend.request_approval()→ExecApprovalManager.register() register()hits the fast path:"shell_exec" in self.allowlist→True- Returns
Resolution(approved=True)— no human review occurs - Agent executes the dangerous tool
PoC
Impact
- Bypasses human-in-the-loop safety controls: The approval system is the primary safety mechanism preventing agents from executing dangerous operations (shell commands, file writes, code execution) without human review. Once the allowlist is manipulated, all safety gates for the specified tools are permanently disabled for the lifetime of the gateway process.
- Enables arbitrary agent tool execution: Any tool can be added to the allowlist, including tools that execute shell commands, write files, or perform other privileged operations.
- Persistent within process: The allowlist is stored in-memory and persists for the entire gateway lifetime. There is no audit log of allowlist modifications.
- Local attack surface: Default binding to
127.0.0.1limits this to local attackers, but any process on the same host (malicious scripts, compromised dependencies, SSRF from other local services) can exploit this. When combined with the separately-reported CORS wildcard origin (CWE-942), this becomes exploitable from any website via the user's browser.
Recommended Fix
The approval allowlist endpoint is a security-critical function and should always require authentication, even in development mode. Apply one of these mitigations:
Option A: Require auth_token for approval endpoints (recommended)
Option B: Restrict allowlist additions to known safe tools
Пакеты
PraisonAI
< 4.5.128
4.5.128
Связанные уязвимости
PraisonAI is a multi-agent teams system. Prior to 4.5.128, the gateway's /api/approval/allow-list endpoint permits unauthenticated modification of the tool approval allowlist when no auth_token is configured (the default). By adding dangerous tool names (e.g., shell_exec, file_write) to the allowlist, an attacker can cause the ExecApprovalManager to auto-approve all future agent invocations of those tools, bypassing the human-in-the-loop safety mechanism that the approval system is specifically designed to enforce. This vulnerability is fixed in 4.5.128.