Skip to content
OpenAdvisories
High · 7.1 CVE-2021-29606 BIT-tensorflow-2021-29606EUVD-2021-0347GHSA-h4pc-gx2w-f2xvPYSEC-2021-243PYSEC-2021-534PYSEC-2021-732

Heap OOB read in TFLite

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. A specially crafted TFLite model could trigger an OOB read on heap in the TFLite implementation of `Split_V`(https://github.com/tensorflow/tensorflow/blob/c59c37e7b2d563967da813fa50fe20b21f4da683/tensorflow/lite/kernels/split_v.cc#L99). If `axis_value` is not a value between 0 and `NumDimensions(input)`, then the `SizeOfDimension` function(https://github.com/tensorflow/tensorflow/blob/102b211d892f3abc14f845a72047809b39cc65ab/tensorflow/lite/kernels/kernel_util.h#L148-L150) will access data outside the bounds of the tensor shape array. 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-h4pc-gx2w-f2xv
PyPI tensorflow >= 2.2.0, < 2.2.3 2.2.3 GHSA-h4pc-gx2w-f2xv
PyPI tensorflow >= 2.3.0, < 2.3.3 2.3.3 GHSA-h4pc-gx2w-f2xv
PyPI tensorflow >= 2.4.0, < 2.4.2 2.4.2 GHSA-h4pc-gx2w-f2xv
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-2021-243
PyPI tensorflow-cpu < 2.1.4 2.1.4 GHSA-h4pc-gx2w-f2xv
PyPI tensorflow-cpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-h4pc-gx2w-f2xv
PyPI tensorflow-cpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-h4pc-gx2w-f2xv
PyPI tensorflow-cpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-h4pc-gx2w-f2xv
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-2021-534
PyPI tensorflow-gpu < 2.1.4 2.1.4 GHSA-h4pc-gx2w-f2xv
PyPI tensorflow-gpu >= 2.2.0, < 2.2.3 2.2.3 GHSA-h4pc-gx2w-f2xv
PyPI tensorflow-gpu >= 2.3.0, < 2.3.3 2.3.3 GHSA-h4pc-gx2w-f2xv
PyPI tensorflow-gpu >= 2.4.0, < 2.4.2 2.4.2 GHSA-h4pc-gx2w-f2xv
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-2021-732

References