exploitDog

GHSA-vjg4-v33c-ggc4

Опубликовано: 09 фев. 2022

Источник: github

Github: Прошло ревью

CVSS4: 7.2

CVSS3: 8.1

Описание

Out of bounds read in Tensorflow

Impact

The implementation of FractionalAvgPoolGrad does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap:

import tensorflow as tf @tf.function def test(): y = tf.raw_ops.FractionalAvgPoolGrad( orig_input_tensor_shape=[2,2,2,2], out_backprop=[[[[1,2], [3, 4], [5, 6]], [[7, 8], [9,10], [11,12]]]], row_pooling_sequence=[-10,1,2,3], col_pooling_sequence=[1,2,3,4], overlapping=True) return y test()

Patches

We have patched the issue in GitHub commit 002408c3696b173863228223d535f9de72a101a9.

The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

For more information

Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.

Attribution

This vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.

Ссылки

Пакеты

Наименование

tensorflow

pip

Затронутые версииВерсия исправления

< 2.5.3

2.5.3

Наименование

tensorflow

pip

Затронутые версииВерсия исправления

>= 2.6.0, < 2.6.3

2.6.3

Наименование

tensorflow

pip

Затронутые версииВерсия исправления

= 2.7.0

2.7.1

Наименование

tensorflow-cpu

pip

Затронутые версииВерсия исправления

< 2.5.3

2.5.3

Наименование

tensorflow-cpu

pip

Затронутые версииВерсия исправления

>= 2.6.0, < 2.6.3

2.6.3

Наименование

tensorflow-cpu

pip

Затронутые версииВерсия исправления

= 2.7.0

2.7.1

Наименование

tensorflow-gpu

pip

Затронутые версииВерсия исправления

< 2.5.3

2.5.3

Наименование

tensorflow-gpu

pip

Затронутые версииВерсия исправления

>= 2.6.0, < 2.6.3

2.6.3

Наименование

tensorflow-gpu

pip

Затронутые версииВерсия исправления

= 2.7.0

2.7.1

EPSS

Процентиль: 53%

0.00296

Низкий

7.2 High

CVSS4

8.1 High

CVSS3

CVE ID

Дефекты

CWE-125

Связанные уязвимости

CVE-2022-21730

CVSS3: 8.1

nvd

около 4 лет назад

Tensorflow is an Open Source Machine Learning Framework. The implementation of `FractionalAvgPoolGrad` does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

CVE-2022-21730

CVSS3: 8.1

debian

около 4 лет назад

Tensorflow is an Open Source Machine Learning Framework. The implement ...

EPSS

Процентиль: 53%

0.00296

Низкий

7.2 High

CVSS4

8.1 High

CVSS3

CVE ID

Дефекты

CWE-125