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OpenAdvisories
Low · 2.5 CVE-2021-29589 BIT-tensorflow-2021-29589EUVD-2021-0330GHSA-3w67-q784-6w7cPYSEC-2021-226PYSEC-2021-517PYSEC-2021-715

Division by zero in TFLite's implementation of `GatherNd`

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 reference implementation of the `GatherNd` TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/reference/reference_ops.h#L966). An attacker can craft a model such that `params` input would be an empty tensor. In turn, `params_shape.Dims(.)` would be zero, in at least one dimension. 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-3w67-q784-6w7c
PyPI tensorflow >= 2.2.0, < 2.2.3 2.2.3 GHSA-3w67-q784-6w7c
PyPI tensorflow >= 2.3.0, < 2.3.3 2.3.3 GHSA-3w67-q784-6w7c
PyPI tensorflow >= 2.4.0, < 2.4.2 2.4.2 GHSA-3w67-q784-6w7c
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-2021-226
PyPI tensorflow-cpu < 2.1.4 2.1.4 GHSA-3w67-q784-6w7c
PyPI tensorflow-cpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-3w67-q784-6w7c
PyPI tensorflow-cpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-3w67-q784-6w7c
PyPI tensorflow-cpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-3w67-q784-6w7c
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-2021-517
PyPI tensorflow-gpu < 2.1.4 2.1.4 GHSA-3w67-q784-6w7c
PyPI tensorflow-gpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-3w67-q784-6w7c
PyPI tensorflow-gpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-3w67-q784-6w7c
PyPI tensorflow-gpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-3w67-q784-6w7c
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-2021-715

References