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OpenAdvisories
Low · 2.5 CVE-2021-29537 BIT-tensorflow-2021-29537EUVD-2021-0278GHSA-8c89-2vwr-chcqPYSEC-2021-174PYSEC-2021-465PYSEC-2021-663

Heap buffer overflow in `QuantizedResizeBilinear`

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. An attacker can cause a heap buffer overflow in `QuantizedResizeBilinear` by passing in invalid thresholds for the quantization. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/50711818d2e61ccce012591eeb4fdf93a8496726/tensorflow/core/kernels/quantized_resize_bilinear_op.cc#L705-L706) assumes that the 2 arguments are always valid scalars and tries to access the numeric value directly. 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-8c89-2vwr-chcq
PyPI tensorflow >= 2.2.0, < 2.2.3 2.2.3 GHSA-8c89-2vwr-chcq
PyPI tensorflow >= 2.3.0, < 2.3.3 2.3.3 GHSA-8c89-2vwr-chcq
PyPI tensorflow >= 2.4.0, < 2.4.2 2.4.2 GHSA-8c89-2vwr-chcq
PyPI tensorflow < 2.2.0rc0 · >= 2.2.0, < 2.3.0rc0 · >= 2.3.0, < 2.3.4 · >= 2.4.0, < 2.4.3 2.2.0rc0, 2.3.0rc0, 2.3.4, 2.4.3 PYSEC-2021-174
PyPI tensorflow-cpu < 2.1.4 2.1.4 GHSA-8c89-2vwr-chcq
PyPI tensorflow-cpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-8c89-2vwr-chcq
PyPI tensorflow-cpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-8c89-2vwr-chcq
PyPI tensorflow-cpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-8c89-2vwr-chcq
PyPI tensorflow-cpu < 2.2.0rc0 · >= 2.2.0, < 2.3.0rc0 · >= 2.3.0, < 2.3.4 · >= 2.4.0, < 2.4.3 2.2.0rc0, 2.3.0rc0, 2.3.4, 2.4.3 PYSEC-2021-465
PyPI tensorflow-gpu < 2.1.4 2.1.4 GHSA-8c89-2vwr-chcq
PyPI tensorflow-gpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-8c89-2vwr-chcq
PyPI tensorflow-gpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-8c89-2vwr-chcq
PyPI tensorflow-gpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-8c89-2vwr-chcq
PyPI tensorflow-gpu < 2.2.0rc0 · >= 2.2.0, < 2.3.0rc0 · >= 2.3.0, < 2.3.4 · >= 2.4.0, < 2.4.3 2.2.0rc0, 2.3.0rc0, 2.3.4, 2.4.3 PYSEC-2021-663

References