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CVE-2021-29530

Опубликовано: 14 мая 2021
Источник: nvd
CVSS3: 2.5
CVSS3: 7.8
CVSS2: 4.6
EPSS Низкий

Описание

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a null pointer dereference by providing an invalid permutation to tf.raw_ops.SparseMatrixSparseCholesky. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/080f1d9e257589f78b3ffb75debf584168aa6062/tensorflow/core/kernels/sparse/sparse_cholesky_op.cc#L85-L86) fails to properly validate the input arguments. Although ValidateInputs is called and there are checks in the body of this function, the code proceeds to the next line in ValidateInputs since OP_REQUIRES(https://github.com/tensorflow/tensorflow/blob/080f1d9e257589f78b3ffb75debf584168aa6062/tensorflow/core/framework/op_requires.h#L41-L48) is a macro that only exits the current function. Thus, the first validation condition that fails in ValidateInputs will cause an early return from that function. However, the caller will continue execution from the next line. The fix is to either explicitly check

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: 5%
0.00021
Низкий

2.5 Low

CVSS3

7.8 High

CVSS3

4.6 Medium

CVSS2

Дефекты

CWE-476

Связанные уязвимости

CVSS3: 2.5
debian
больше 4 лет назад

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

CVSS3: 2.5
github
больше 4 лет назад

Invalid validation in `SparseMatrixSparseCholesky`

EPSS

Процентиль: 5%
0.00021
Низкий

2.5 Low

CVSS3

7.8 High

CVSS3

4.6 Medium

CVSS2

Дефекты

CWE-476