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OpenAdvisories
Low · 2.5 CVE-2021-29570 BIT-tensorflow-2021-29570EUVD-2021-0311GHSA-545v-42p7-98fqPYSEC-2021-207PYSEC-2021-498PYSEC-2021-696

Heap out of bounds read in `MaxPoolGradWithArgmax`

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.MaxPoolGradWithArgmax` can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs. The implementation(https://github.com/tensorflow/tensorflow/blob/ef0c008ee84bad91ec6725ddc42091e19a30cf0e/tensorflow/core/kernels/maxpooling_op.cc#L1016-L1017) uses the same value to index in two different arrays but there is no guarantee that the sizes are identical. 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-545v-42p7-98fq
PyPI tensorflow >= 2.2.0, < 2.2.3 2.2.3 GHSA-545v-42p7-98fq
PyPI tensorflow >= 2.3.0, < 2.3.3 2.3.3 GHSA-545v-42p7-98fq
PyPI tensorflow >= 2.4.0, < 2.4.2 2.4.2 GHSA-545v-42p7-98fq
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-2021-207
PyPI tensorflow-cpu < 2.1.4 2.1.4 GHSA-545v-42p7-98fq
PyPI tensorflow-cpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-545v-42p7-98fq
PyPI tensorflow-cpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-545v-42p7-98fq
PyPI tensorflow-cpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-545v-42p7-98fq
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-2021-498
PyPI tensorflow-gpu < 2.1.4 2.1.4 GHSA-545v-42p7-98fq
PyPI tensorflow-gpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-545v-42p7-98fq
PyPI tensorflow-gpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-545v-42p7-98fq
PyPI tensorflow-gpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-545v-42p7-98fq
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-2021-696

References