Incorrect Calculation of Buffer Size Affecting tensorflow package, versions [,2.9.3) [2.10.0,2.10.1) [2.11.0rc0,2.11.0)
Snyk CVSS
Attack Complexity
High
User Interaction
Required
Availability
High
Threat Intelligence
EPSS
0.1% (40th
percentile)
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Test your applications- Snyk ID SNYK-PYTHON-TENSORFLOW-3136268
- published 20 Nov 2022
- disclosed 20 Nov 2022
- credit Pattarakrit Rattankul
Introduced: 20 Nov 2022
CVE-2022-41887 Open this link in a new tabHow to fix?
Upgrade tensorflow to version 2.9.3, 2.10.1, 2.11.0 or higher.
Overview
tensorflow is a machine learning framework.
Affected versions of this package are vulnerable to Incorrect Calculation of Buffer Size via tf.keras.losses.poisson which receives a y_pred and y_true that are passed through functor::mul in BinaryOp. If the resulting dimensions overflow an int32, TensorFlow will crash due to a size mismatch during broadcast assignment.