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OpenAdvisories
Medium · 4.8 CVE-2022-41885 BIT-tensorflow-2022-41885EUVD-2022-7264GHSA-762h-vpvw-3rcxPYSEC-2026-3126PYSEC-2026-3290PYSEC-2026-964

Overflow in `FusedResizeAndPadConv2D` in Tensorflow

Published Nov 18, 2022 · Updated Apr 22, 2025 · Assigned by GitHub_M

Description

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

Affected products

VendorProductAffectedFixed
tensorflow tensorflow >= 2.9.0, < 2.9.1, >= 2.8.0, < 2.8.1, < 2.7.4 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI tensorflow < 2.7.4 2.7.4 GHSA-762h-vpvw-3rcx
PyPI tensorflow >= 2.8.0, < 2.8.1 2.8.1 GHSA-762h-vpvw-3rcx
PyPI tensorflow >= 2.9.0, < 2.9.1 2.9.1 GHSA-762h-vpvw-3rcx
PyPI tensorflow < 2.7.4 · >= 2.8.0, < 2.8.1 · >= 2.9.0, < 2.9.1 2.7.4, 2.8.1, 2.9.1 PYSEC-2026-3126
PyPI tensorflow-cpu < 2.7.4 2.7.4 GHSA-762h-vpvw-3rcx
PyPI tensorflow-cpu >= 2.8.0, < 2.8.1 2.8.1 GHSA-762h-vpvw-3rcx
PyPI tensorflow-cpu >= 2.9.0, < 2.9.1 2.9.1 GHSA-762h-vpvw-3rcx
PyPI tensorflow-cpu < 2.7.4 · >= 2.8.0, < 2.8.1 · >= 2.9.0, < 2.9.1 2.7.4, 2.8.1, 2.9.1 PYSEC-2026-3290
PyPI tensorflow-gpu < 2.7.4 2.7.4 GHSA-762h-vpvw-3rcx
PyPI tensorflow-gpu >= 2.8.0, < 2.8.1 2.8.1 GHSA-762h-vpvw-3rcx
PyPI tensorflow-gpu >= 2.9.0, < 2.9.1 2.9.1 GHSA-762h-vpvw-3rcx
PyPI tensorflow-gpu < 2.7.4 · >= 2.8.0, < 2.8.1 · >= 2.9.0, < 2.9.1 2.7.4, 2.8.1, 2.9.1 PYSEC-2026-964

References