The add_llm function in llm_app.py in infiniflow/ragflow version 0.11.0 contains a remote code execution (RCE) vulnerability. The function uses user-supplied input req['llm_factory'] and req['llm_name'] to dynamically instantiate classes from various model dictionaries. This approach allows an attacker to potentially execute arbitrary code due to the lack of comprehensive input validation or sanitization. An attacker could provide a malicious value for 'llm_factory' that, when used as an index to these model dictionaries, results in the execution of arbitrary code.

References

• https://nvd.nist.gov/vuln/detail/CVE-2024-10131
• https://huntr.com/bounties/42ae0b27-e851-4b58-a991-f691a437fbaa