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 Databaseで読む

2026/10/28 06:26、GitHub Advisory Databaseが「MLflow CrewAI autologging records LLM provider API keys in logged trace spans」を公開しました (種別: 脆弱性アドバイザリ)。重大度は「警告」(medium) です。関連する技術: Python。CVE: CVE-2026-116691。