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GHSA-54pp-c6pp-7fpx

Опубликовано: 21 нояб. 2022
Источник: github
Github: Прошло ревью
CVSS3: 4.8

Описание

Overflow in ImageProjectiveTransformV2

Impact

When tf.raw_ops.ImageProjectiveTransformV2 is given a large output shape, it overflows.

import tensorflow as tf interpolation = "BILINEAR" fill_mode = "REFLECT" images = tf.constant(0.184634328, shape=[2,5,8,3], dtype=tf.float32) transforms = tf.constant(0.378575385, shape=[2,8], dtype=tf.float32) output_shape = tf.constant([1879048192,1879048192], shape=[2], dtype=tf.int32) tf.raw_ops.ImageProjectiveTransformV2(images=images, transforms=transforms, output_shape=output_shape, interpolation=interpolation, fill_mode=fill_mode)

Patches

We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba.

The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, 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 Neophytos Christou from the Secure Systems Lab (SSL) at Brown University.

Пакеты

Наименование

tensorflow

pip
Затронутые версииВерсия исправления

< 2.8.4

2.8.4

Наименование

tensorflow

pip
Затронутые версииВерсия исправления

>= 2.9.0, < 2.9.3

2.9.3

Наименование

tensorflow

pip
Затронутые версииВерсия исправления

>= 2.10.0, < 2.10.1

2.10.1

Наименование

tensorflow-cpu

pip
Затронутые версииВерсия исправления

< 2.8.4

2.8.4

Наименование

tensorflow-gpu

pip
Затронутые версииВерсия исправления

< 2.8.4

2.8.4

Наименование

tensorflow-cpu

pip
Затронутые версииВерсия исправления

>= 2.9.0, < 2.9.3

2.9.3

Наименование

tensorflow-gpu

pip
Затронутые версииВерсия исправления

>= 2.9.0, < 2.9.3

2.9.3

Наименование

tensorflow-cpu

pip
Затронутые версииВерсия исправления

>= 2.10.0, < 2.10.1

2.10.1

Наименование

tensorflow-gpu

pip
Затронутые версииВерсия исправления

>= 2.10.0, < 2.10.1

2.10.1

EPSS

Процентиль: 33%
0.00127
Низкий

4.8 Medium

CVSS3

Дефекты

CWE-131

Связанные уязвимости

CVSS3: 4.8
nvd
около 3 лет назад

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ImageProjectiveTransformV2` is given a large output shape, it overflows. We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

CVSS3: 7.5
msrc
около 3 лет назад

Overflow in `ImageProjectiveTransformV2` in Tensorflow

CVSS3: 4.8
debian
около 3 лет назад

TensorFlow is an open source platform for machine learning. When `tf.r ...

EPSS

Процентиль: 33%
0.00127
Низкий

4.8 Medium

CVSS3

Дефекты

CWE-131