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OpenAdvisories
Medium · 6.5 CVE-2022-23580 BIT-tensorflow-2022-23580EUVD-2022-0328GHSA-627q-g293-49q7PYSEC-2022-144PYSEC-2022-89PYSEC-2026-3113

Abort caused by allocating a vector that is too large in Tensorflow

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. During shape inference, TensorFlow can allocate a large vector based on a value from a tensor controlled by the user. The fix will be 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.

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-627q-g293-49q7
PyPI tensorflow >= 2.6.0, < 2.6.3 2.6.3 GHSA-627q-g293-49q7
PyPI tensorflow >= 2.7.0, < 2.7.1 2.7.1 GHSA-627q-g293-49q7
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-2026-3113
PyPI tensorflow-cpu < 2.5.3 2.5.3 GHSA-627q-g293-49q7
PyPI tensorflow-cpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-627q-g293-49q7
PyPI tensorflow-cpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-627q-g293-49q7
PyPI tensorflow-cpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-89
PyPI tensorflow-gpu < 2.5.3 2.5.3 GHSA-627q-g293-49q7
PyPI tensorflow-gpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-627q-g293-49q7
PyPI tensorflow-gpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-627q-g293-49q7
PyPI tensorflow-gpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-144

References