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OpenAdvisories
High · 8.8 CVE-2022-23560 BIT-tensorflow-2022-23560EUVD-2022-0308GHSA-4hvf-hxvg-f67vPYSEC-2022-124PYSEC-2022-69PYSEC-2026-3099

Read and Write outside of bounds in TFLite

Published Feb 4, 2022 · Updated Apr 22, 2025 · Assigned by GitHub_M

Vendor: TensorFlow Product: TensorFlow Package: tensorflow Package: tensorflow-cpu Package: tensorflow-gpu Ecosystem: PyPI

Description

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would allow limited reads and writes outside of arrays in TFLite. This exploits missing validation in the conversion from sparse tensors to dense tensors. The fix is included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range. Users are advised to upgrade as soon as possible.

Affected products

VendorProductAffectedFixed
tensorflow tensorflow >= 2.7.0, < 2.7.1, >= 2.6.0, < 2.6.3, < 2.5.3 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI tensorflow < 2.5.3 2.5.3 GHSA-4hvf-hxvg-f67v
PyPI tensorflow >= 2.6.0, < 2.6.3 2.6.3 GHSA-4hvf-hxvg-f67v
PyPI tensorflow >= 2.7.0, < 2.7.1 2.7.1 GHSA-4hvf-hxvg-f67v
PyPI tensorflow < 2.5.3 · >= 2.6.0, < 2.6.3 · >= 2.7.0, < 2.7.1 2.5.3, 2.6.3, 2.7.1 PYSEC-2026-3099
PyPI tensorflow-cpu < 2.5.3 2.5.3 GHSA-4hvf-hxvg-f67v
PyPI tensorflow-cpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-4hvf-hxvg-f67v
PyPI tensorflow-cpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-4hvf-hxvg-f67v
PyPI tensorflow-cpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-69
PyPI tensorflow-gpu < 2.5.3 2.5.3 GHSA-4hvf-hxvg-f67v
PyPI tensorflow-gpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-4hvf-hxvg-f67v
PyPI tensorflow-gpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-4hvf-hxvg-f67v
PyPI tensorflow-gpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-124

References