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…

在 GitHub Advisory Database 阅读

2026/10/28 06:26，GitHub Advisory Database 发布了“MLflow CrewAI autologging records LLM provider API keys in logged trace spans”（类型：漏洞公告）。严重程度为“中危”（medium）。相关技术：Python。CVE：CVE-2026-116691。