ZDI-26-564: NVIDIA Transformers4Rec load_model_trainer_states_from_checkpoint Deserialization of Untrusted Data Remote Code Execution Vulnerability
ZDI discloses CVE-2026-24232, a CVSS 7.8 deserialization RCE in NVIDIA Transformers4Rec's load_model_trainer_states_from_checkpoint function.
The Zero Day Initiative published ZDI-26-564, a deserialization of untrusted data vulnerability in NVIDIA Transformers4Rec. Remote code execution is possible, but exploitation requires user interaction such as visiting a malicious page or opening a malicious file. The flaw is tracked as CVE-2026-24232 with a CVSS score of 7.8.
- Insecure deserialization RCE in NVIDIA Transformers4Rec checkpoint loading
- User interaction required (malicious page or file)
- CVSS 7.8, assigned CVE-2026-24232, disclosed via ZDI-26-564
Vulnerabilities mentionedAll →
| CVE | Vulnerability | CVSS | EPSS | Flags | Affected | Exposure | Published |
|---|---|---|---|---|---|---|---|
| CVE-2026-24232 | NVIDIA Tranformers4Rec contains a vulnerability where an attacker could cause improper deserialization of untrusted data. NVIDIA Tranformers4Rec contains a vulnerability where an attacker could cause improper deserialization of untrusted data. A successful exploit of this vulnerability might lead to code execution, data tampering, and information disclosure. NVD description · AI analysis pending | 4.3 | <1% | — | — |
This vulnerability allows remote attackers to execute arbitrary code on affected installations of NVIDIA Transformers4Rec. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file. The ZDI has assigned a CVSS rating of 7.8. The following CVEs are assigned: CVE-2026-24232.
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