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OpenAdvisories
High · 8.8 CVE-2022-23587 BIT-tensorflow-2022-23587EUVD-2022-0335GHSA-8jj7-5vxc-pg2qPYSEC-2022-151PYSEC-2022-96PYSEC-2026-3137

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. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. 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-8jj7-5vxc-pg2q
PyPI tensorflow >= 2.6.0, < 2.6.3 2.6.3 GHSA-8jj7-5vxc-pg2q
PyPI tensorflow >= 2.7.0, < 2.7.1 2.7.1 GHSA-8jj7-5vxc-pg2q
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-2026-3137
PyPI tensorflow-cpu < 2.5.3 2.5.3 GHSA-8jj7-5vxc-pg2q
PyPI tensorflow-cpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-8jj7-5vxc-pg2q
PyPI tensorflow-cpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-8jj7-5vxc-pg2q
PyPI tensorflow-cpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-96
PyPI tensorflow-gpu < 2.5.3 2.5.3 GHSA-8jj7-5vxc-pg2q
PyPI tensorflow-gpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-8jj7-5vxc-pg2q
PyPI tensorflow-gpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-8jj7-5vxc-pg2q
PyPI tensorflow-gpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-151

References