CVE-2022-23572

MEDIUM6.5EPSS 0.51%

Crash when type cannot be specialized in Tensorflow

發布日:2022/2/9修改日:2025/5/20

描述

Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fail to specialize a type during shape inference. This case is covered by the `DCHECK` function however, `DCHECK` is a no-op in production builds and an assertion failure in debug builds. In the first case execution proceeds to the `ValueOrDie` line. This results in an assertion failure as `ret` contains an error `Status`, not a value. In the second case we also get a crash due to the assertion failure. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, as these are also affected and still in supported range.

受影響套件(6)

Bitnami/tensorflowfrom 0, < 2.5.3, >= 2.6.0, < 2.6.3, >= 2.7.0, < 2.7.1
PyPI/tensorflowfrom 0, < 2.5.3
PyPI/tensorflow-cpufrom 0, < 2.5.3
PyPI/tensorflow-cpufrom 0, < cb164786dc891ea11d3a900e90367c339305dc7b | from 0, < 2.5.3, >= 2.6.0, < 2.6.3
PyPI/tensorflow-gpufrom 0, < 2.5.3
PyPI/tensorflow-gpufrom 0, < cb164786dc891ea11d3a900e90367c339305dc7b | from 0, < 2.5.3, >= 2.6.0, < 2.6.3

CVSS 分數

來源	版本	嚴重程度	向量
osv	CVSS 4.0	—	CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
osv	CVSS 3.1	MEDIUM6.5	CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

描述

受影響套件(6)

CVSS 分數

參考連結(7)