MLflow CrewAI autologging records LLM provider API keys in logged trace spans

影響: pip:mlflow >= 2.19.0, < 3.17.0 → 3.17.0

mlflow.crewai.autolog() leaks CrewAI LLM provider API keys into MLflow trace telemetry. When a CrewAI Agent is instrumented with MLflow autologging, MLflow serializes the agent's __dict__ and converts its fields to strings. The llm field contains the CrewAI LLM object, whose string representation includes its api_key in plaintext. As a result, an application that calls mlflow.crewai.autolog() can unintentionally send its LLM provider API key to the MLflow trace backend or configured OTLP destin…

GitHub Advisory Database에서 읽기

2026. 10. 28. 오전 06:26, GitHub Advisory Database에서 "MLflow CrewAI autologging records LLM provider API keys in logged trace spans"을(를) 게시했습니다 (유형: 취약점 권고). 심각도는 "보통"(medium)입니다. 관련 기술: Python. CVE: CVE-2026-116691.