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OpenAdvisories
Low · 2.5 CVE-2021-29597 BIT-tensorflow-2021-29597EUVD-2021-0338GHSA-v52p-hfjf-wg88PYSEC-2021-234PYSEC-2021-525PYSEC-2021-723

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

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 the `SpaceToBatchNd` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/412c7d9bb8f8a762c5b266c9e73bfa165f29aac8/tensorflow/lite/kernels/space_to_batch_nd.cc#L82-L83). An attacker can craft a model such that one dimension of the `block` input is 0. Hence, the corresponding value in `block_shape` is 0. 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-v52p-hfjf-wg88
PyPI tensorflow >= 2.2.0, < 2.2.3 2.2.3 GHSA-v52p-hfjf-wg88
PyPI tensorflow >= 2.3.0, < 2.3.3 2.3.3 GHSA-v52p-hfjf-wg88
PyPI tensorflow >= 2.4.0, < 2.4.2 2.4.2 GHSA-v52p-hfjf-wg88
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-2021-234
PyPI tensorflow-cpu < 2.1.4 2.1.4 GHSA-v52p-hfjf-wg88
PyPI tensorflow-cpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-v52p-hfjf-wg88
PyPI tensorflow-cpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-v52p-hfjf-wg88
PyPI tensorflow-cpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-v52p-hfjf-wg88
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-2021-525
PyPI tensorflow-gpu < 2.1.4 2.1.4 GHSA-v52p-hfjf-wg88
PyPI tensorflow-gpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-v52p-hfjf-wg88
PyPI tensorflow-gpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-v52p-hfjf-wg88
PyPI tensorflow-gpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-v52p-hfjf-wg88
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-2021-723

References