model-deployment
Warn
Audited by Gen Agent Trust Hub on May 11, 2026
Risk Level: MEDIUMREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
- [REMOTE_CODE_EXECUTION]: The provided Python example (
app.py) utilizesjoblib.load()to initialize the model. Deserializing data using libraries likejobliborpickleis a known security vulnerability that allows for arbitrary code execution if the input file (e.g.,model.pkl) is malicious or originates from an untrusted source. - Evidence:
model = joblib.load("model.pkl")in thelifespanfunction ofapp.py. - [EXTERNAL_DOWNLOADS]: The skill's deployment workflow and Docker configuration rely on fetching external dependencies and container images. This creates a supply chain risk where the security of the deployed service depends on the integrity of third-party package registries and container repositories.
- Evidence:
RUN pip install --no-cache-dir -r requirements.txtin theDockerfile. - Evidence:
image: registry.example.com/ml-model-api:v1.0.0ink8s-deployment.yaml.
Audit Metadata