A vulnerability in infiniflow/ragflow versions v0.12.0 allows for remote code execution. The RPC server in RagFlow uses a hard-coded AuthKey 'authkey=b'infiniflow-token4kevinhu'' which can be easily fetched by attackers to join the group communication without restrictions. Additionally, the server processes incoming data using pickle deserialization via `pickle.loads()` on `connection.recv()`, making it vulnerable to remote code execution. This issue is fixed in version 0.14.0.
CVE ID: CVE-2024-12433
CVSS Base Severity: CRITICAL
CVSS Base Score: 9.8
CVSS Vector: CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Vendor: infiniflow
Product: infiniflow/ragflow
EPSS Score: 0.29% (probability of being exploited)
EPSS Percentile: 51.94% (scored less or equal to compared to others)
EPSS Date: 2025-04-18 (when was this score calculated)