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GHSA-cgwc-qvrx-rf7f

Опубликовано: 06 июн. 2024
Источник: github
Github: Прошло ревью
CVSS3: 9.8

Описание

Remote code execution in pytorch lightning

A remote code execution (RCE) vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the deepdiff library. The library uses deepdiff.Delta objects to modify application state based on frontend actions. However, it is possible to bypass the intended restrictions on modifying dunder attributes, allowing an attacker to construct a serialized delta that passes the deserializer whitelist and contains dunder attributes. When processed, this can be exploited to access other modules, classes, and instances, leading to arbitrary attribute write and total RCE on any self-hosted pytorch-lightning application in its default configuration, as the delta endpoint is enabled by default.

Пакеты

Наименование

lightning

pip
Затронутые версииВерсия исправления

< 2.3.3

2.3.3

EPSS

Процентиль: 98%
0.56724
Средний

9.8 Critical

CVSS3

Дефекты

CWE-913
CWE-915

Связанные уязвимости

CVSS3: 9.8
nvd
больше 1 года назад

A remote code execution (RCE) vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the `deepdiff` library. The library uses `deepdiff.Delta` objects to modify application state based on frontend actions. However, it is possible to bypass the intended restrictions on modifying dunder attributes, allowing an attacker to construct a serialized delta that passes the deserializer whitelist and contains dunder attributes. When processed, this can be exploited to access other modules, classes, and instances, leading to arbitrary attribute write and total RCE on any self-hosted pytorch-lightning application in its default configuration, as the delta endpoint is enabled by default.

EPSS

Процентиль: 98%
0.56724
Средний

9.8 Critical

CVSS3

Дефекты

CWE-913
CWE-915