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CVE-2021-29591

Опубликовано: 14 мая 2021
Источник: nvd
CVSS3: 7.3
CVSS3: 7.8
CVSS2: 4.6
EPSS Низкий

Описание

TensorFlow is an end-to-end open source platform for machine learning. TFlite graphs must not have loops between nodes. However, this condition was not checked and an attacker could craft models that would result in infinite loop during evaluation. In certain cases, the infinite loop would be replaced by stack overflow due to too many recursive calls. For example, the While implementation(https://github.com/tensorflow/tensorflow/blob/106d8f4fb89335a2c52d7c895b7a7485465ca8d9/tensorflow/lite/kernels/while.cc) could be tricked into a scneario where both the body and the loop subgraphs are the same. Evaluating one of the subgraphs means calling the Eval function for the other and this quickly exhaust all stack space. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range. Please consult our security guide(https://github.com/ten

Уязвимые конфигурации

Конфигурация 1

Одно из

cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия до 2.1.4 (исключая)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия от 2.2.0 (включая) до 2.2.3 (исключая)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия от 2.3.0 (включая) до 2.3.3 (исключая)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия от 2.4.0 (включая) до 2.4.2 (исключая)

EPSS

Процентиль: 18%
0.00056
Низкий

7.3 High

CVSS3

7.8 High

CVSS3

4.6 Medium

CVSS2

Дефекты

CWE-835
CWE-674

Связанные уязвимости

CVSS3: 7.3
debian
больше 4 лет назад

TensorFlow is an end-to-end open source platform for machine learning. ...

CVSS3: 7.3
github
больше 4 лет назад

Stack overflow due to looping TFLite subgraph

EPSS

Процентиль: 18%
0.00056
Низкий

7.3 High

CVSS3

7.8 High

CVSS3

4.6 Medium

CVSS2

Дефекты

CWE-835
CWE-674