Integer Overflow or Wraparound Affecting tensorflow package, versions [,2.5.3) [2.6.0,2.6.3) [2.7.0,2.7.1)
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Test your applications- Snyk ID SNYK-PYTHON-TENSORFLOW-2395451
- published 7 Feb 2022
- disclosed 7 Feb 2022
- credit Wang Xuan of Qihoo 360 AIVul Team
Introduced: 7 Feb 2022
CVE-2022-23558 Open this link in a new tabHow to fix?
Upgrade tensorflow to version 2.5.3, 2.6.3, 2.7.1 or higher.
Overview
tensorflow is a machine learning framework.
Affected versions of this package are vulnerable to Integer Overflow or Wraparound via a maliciously crafted TFLite model that would cause an integer overflow in the TfLiteIntArrayCreate function. The TfLiteIntArrayGetSizeInBytes function, which is called from TfLiteIntArrayCreate, returns an int instead of a size_t. The user controlled variable computed_size (a variable inside the TfLiteIntArrayGetSizeInBytes function) can overflow the size of the int datatype.