GHSA-xp5q-5q7g-q26rCriticalCVSS 9.8
Ludwig framework is vulnerable to insecure deserialization in its model serving component
🔗 CVE IDs covered (1)
📋 Description
The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization (CWE-502) in its model serving component. When starting a model server with the ludwig serve command, the framework loads model weight files using torch.load() without enabling the security-restrictive weights_only=True parameter. This default behavior allows the deserialization of arbitrary Python objects via the pickle module. An attacker can exploit this by providing a maliciously crafted PyTorch model file, leading to arbitrary code execution on the system hosting the Ludwig model server.
🎯 Affected products1
- pip/ludwig:<= 0.10.4