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OpenAdvisories
Low · 2.5 CVE-2021-29600 BIT-tensorflow-2021-29600EUVD-2021-0341GHSA-j8qh-3xrq-c825PYSEC-2021-237PYSEC-2021-528PYSEC-2021-726

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

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 `OneHot` TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/f61c57bd425878be108ec787f4d96390579fb83e/tensorflow/lite/kernels/one_hot.cc#L68-L72). An attacker can craft a model such that at least one of the dimensions of `indices` would be 0. In turn, the `prefix_dim_size` value would become 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-j8qh-3xrq-c825
PyPI tensorflow >= 2.2.0, < 2.2.3 2.2.3 GHSA-j8qh-3xrq-c825
PyPI tensorflow >= 2.3.0, < 2.3.3 2.3.3 GHSA-j8qh-3xrq-c825
PyPI tensorflow >= 2.4.0, < 2.4.2 2.4.2 GHSA-j8qh-3xrq-c825
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-2021-237
PyPI tensorflow-cpu < 2.1.4 2.1.4 GHSA-j8qh-3xrq-c825
PyPI tensorflow-cpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-j8qh-3xrq-c825
PyPI tensorflow-cpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-j8qh-3xrq-c825
PyPI tensorflow-cpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-j8qh-3xrq-c825
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-2021-528
PyPI tensorflow-gpu < 2.1.4 2.1.4 GHSA-j8qh-3xrq-c825
PyPI tensorflow-gpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-j8qh-3xrq-c825
PyPI tensorflow-gpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-j8qh-3xrq-c825
PyPI tensorflow-gpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-j8qh-3xrq-c825
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-2021-726

References