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OpenAdvisories
Low · 2.5 CVE-2021-29572 BIT-tensorflow-2021-29572EUVD-2021-0313GHSA-5gqf-456p-4836PYSEC-2021-209PYSEC-2021-500PYSEC-2021-698

Reference binding to nullptr in `SdcaOptimizer`

Published May 14, 2021 · Updated Aug 3, 2024 · Assigned by GitHub_M

Description

TensorFlow is an end-to-end open source platform for machine learning. The implementation of `tf.raw_ops.SdcaOptimizer` triggers undefined behavior due to dereferencing a null pointer. The implementation(https://github.com/tensorflow/tensorflow/blob/60a45c8b6192a4699f2e2709a2645a751d435cc3/tensorflow/core/kernels/sdca_internal.cc) does not validate that the user supplied arguments satisfy all constraints expected by the op(https://www.tensorflow.org/api_docs/python/tf/raw_ops/SdcaOptimizer). The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.

Affected products

VendorProductAffectedFixed
tensorflow tensorflow < 2.1.4, >= 2.2.0, < 2.2.3, >= 2.3.0, < 2.3.3, >= 2.4.0, < 2.4.2 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI tensorflow < 2.1.4 2.1.4 GHSA-5gqf-456p-4836
PyPI tensorflow >= 2.2.0, < 2.2.3 2.2.3 GHSA-5gqf-456p-4836
PyPI tensorflow >= 2.3.0, < 2.3.3 2.3.3 GHSA-5gqf-456p-4836
PyPI tensorflow >= 2.4.0, < 2.4.2 2.4.2 GHSA-5gqf-456p-4836
PyPI tensorflow < 2.1.4 · >= 2.2.0, < 2.2.3 · >= 2.3.0, < 2.3.3 · >= 2.4.0, < 2.4.2 2.1.4, 2.2.3, 2.3.3, 2.4.2 PYSEC-2021-209
PyPI tensorflow-cpu < 2.1.4 2.1.4 GHSA-5gqf-456p-4836
PyPI tensorflow-cpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-5gqf-456p-4836
PyPI tensorflow-cpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-5gqf-456p-4836
PyPI tensorflow-cpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-5gqf-456p-4836
PyPI tensorflow-cpu < 2.1.4 · >= 2.2.0, < 2.2.3 · >= 2.3.0, < 2.3.3 · >= 2.4.0, < 2.4.2 2.1.4, 2.2.3, 2.3.3, 2.4.2 PYSEC-2021-500
PyPI tensorflow-gpu < 2.1.4 2.1.4 GHSA-5gqf-456p-4836
PyPI tensorflow-gpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-5gqf-456p-4836
PyPI tensorflow-gpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-5gqf-456p-4836
PyPI tensorflow-gpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-5gqf-456p-4836
PyPI tensorflow-gpu < 2.1.4 · >= 2.2.0, < 2.2.3 · >= 2.3.0, < 2.3.3 · >= 2.4.0, < 2.4.2 2.1.4, 2.2.3, 2.3.3, 2.4.2 PYSEC-2021-698

References