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OpenAdvisories
Medium · 6.5 CVE-2022-23575 BIT-tensorflow-2022-23575EUVD-2022-0323GHSA-c94w-c95p-phf8PYSEC-2022-139PYSEC-2022-84PYSEC-2026-3160

Integer overflow 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. The implementation of `OpLevelCostEstimator::CalculateTensorSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements. 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-c94w-c95p-phf8
PyPI tensorflow >= 2.6.0, < 2.6.3 2.6.3 GHSA-c94w-c95p-phf8
PyPI tensorflow >= 2.7.0, < 2.7.1 2.7.1 GHSA-c94w-c95p-phf8
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-2026-3160
PyPI tensorflow-cpu < 2.5.3 2.5.3 GHSA-c94w-c95p-phf8
PyPI tensorflow-cpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-c94w-c95p-phf8
PyPI tensorflow-cpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-c94w-c95p-phf8
PyPI tensorflow-cpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-84
PyPI tensorflow-gpu < 2.5.3 2.5.3 GHSA-c94w-c95p-phf8
PyPI tensorflow-gpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-c94w-c95p-phf8
PyPI tensorflow-gpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-c94w-c95p-phf8
PyPI tensorflow-gpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-139

References