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OpenAdvisories
Low · 2.5 CVE-2021-29588 BIT-tensorflow-2021-29588EUVD-2021-0329GHSA-vfr4-x8j2-3rf9PYSEC-2021-225PYSEC-2021-516PYSEC-2021-714

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

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 optimized implementation of the `TransposeConv` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/optimized/optimized_ops.h#L5221-L5222). An attacker can craft a model such that `stride_{h,w}` values are 0. Code calling this function must validate these arguments. 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-vfr4-x8j2-3rf9
PyPI tensorflow >= 2.2.0, < 2.2.3 2.2.3 GHSA-vfr4-x8j2-3rf9
PyPI tensorflow >= 2.3.0, < 2.3.3 2.3.3 GHSA-vfr4-x8j2-3rf9
PyPI tensorflow >= 2.4.0, < 2.4.2 2.4.2 GHSA-vfr4-x8j2-3rf9
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-2021-225
PyPI tensorflow-cpu < 2.1.4 2.1.4 GHSA-vfr4-x8j2-3rf9
PyPI tensorflow-cpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-vfr4-x8j2-3rf9
PyPI tensorflow-cpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-vfr4-x8j2-3rf9
PyPI tensorflow-cpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-vfr4-x8j2-3rf9
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-2021-516
PyPI tensorflow-gpu < 2.1.4 2.1.4 GHSA-vfr4-x8j2-3rf9
PyPI tensorflow-gpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-vfr4-x8j2-3rf9
PyPI tensorflow-gpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-vfr4-x8j2-3rf9
PyPI tensorflow-gpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-vfr4-x8j2-3rf9
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-2021-714

References