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CVE-2026-31221

Опубликовано: 12 мая 2026
Источник: nvd
CVSS3: 7.8
CVSS3: 8.8
EPSS Низкий

Описание

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability (CWE-502) in the checkpoint loading mechanism. The LightningModule.load_from_checkpoint() method, which is commonly used to load saved model states, internally calls torch.load() without setting the security-restrictive weights_only=True parameter. This default behavior allows the deserialization of arbitrary Python objects via the Pickle module. A remote attacker can exploit this by providing a maliciously crafted checkpoint file, leading to arbitrary code execution on the victim's system when the file is loaded.

Уязвимые конфигурации

Конфигурация 1
cpe:2.3:a:lightningai:pytorch_lightning:*:*:*:*:*:python:*:*
Версия до 2.6.0 (включая)

EPSS

Процентиль: 31%
0.00385
Низкий

7.8 High

CVSS3

8.8 High

CVSS3

Дефекты

CWE-502
CWE-502

Связанные уязвимости

CVSS3: 7.8
ubuntu
3 месяца назад

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability (CWE-502) in the checkpoint loading mechanism. The LightningModule.load_from_checkpoint() method, which is commonly used to load saved model states, internally calls torch.load() without setting the security-restrictive weights_only=True parameter. This default behavior allows the deserialization of arbitrary Python objects via the Pickle module. A remote attacker can exploit this by providing a maliciously crafted checkpoint file, leading to arbitrary code execution on the victim's system when the file is loaded.

CVSS3: 7.8
github
3 месяца назад

PyTorch Lightning load_from_checkpoint has an insecure checkpoint deserialization

EPSS

Процентиль: 31%
0.00385
Низкий

7.8 High

CVSS3

8.8 High

CVSS3

Дефекты

CWE-502
CWE-502