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MLflow is an open source AI engineering platform for agents, large language models, and machine learning models. From 2.19.0 until 3.17.0, mlflow.crewai.autolog() records CrewAI Agent objects without consistently sanitizing nested credential-bearing values. mlflow/crewai/autolog.py::_get_agent_attributes() converts the Agent llm field to a string that includes the provider API key, while mlflow/crewai/autolog.py::_construct_full_inputs() expands the Agent object into mlflow.spanInputs. Applications can therefore send plaintext provider credentials to the MLflow trace backend or a configured OTLP destination, where trace readers can obtain them. This issue is fixed in version 3.17.0.

• https://github.com/mlflow/mlflow/pull/25845 x_refsource_MISC
• https://github.com/mlflow/mlflow/commit/20927930d27f0072fcfeb7f024f24ad8c5e77c47 x_refsource_MISC
• https://github.com/mlflow/mlflow/releases/tag/v3.17.0 x_refsource_MISC
• https://github.com/mlflow/mlflow/security/advisories/GHSA-j7qq-vr8c-xvw3 x_refsource_CONFIRM