CVE-2026-31251

Description

CosyVoice thru commit 6e01309e01bc93bbeb83bdd996b1182a81aaf11e (2025-30-21) contains an insecure deserialization vulnerability (CWE-502) in its gRPC server component. When the server starts, it loads the speech synthesis model from a user-specified directory using torch.load() without enabling the weights_only=True security parameter. This allows the deserialization of arbitrary Python objects via the pickle module. An attacker can exploit this by providing malicious model files within a directory. When a victim starts the gRPC server pointing to this directory, arbitrary code is executed on the victim's system during server initialization.

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Scores CVSS

Faiblesses (CWE)

• CWE-20
• CWE-94
• CWE-915

Références

• https://github.com/FunAudioLLM/CosyVoice
• https://www.notion.so/CVE-2026-31251-35d1e1393188816f9bf5f3ccea3aa16f

Ailleurs

• NVD
• CVE.org
• CIRCL Vulnerability-Lookup
• CERT-FR
• GitHub Advisories