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OpenAdvisories
High · 7.0 CVE-2022-35939 BIT-tensorflow-2022-35939EUVD-2022-6794GHSA-ffjm-4qwc-7cmfPYSEC-2026-3171PYSEC-2026-3319PYSEC-2026-989

Out of bounds write in `scatter_nd` op in TensorFlow Lite

Published Sep 16, 2022 · Updated Apr 23, 2025 · Assigned by GitHub_M

Description

TensorFlow is an open source platform for machine learning. The `ScatterNd` function takes an input argument that determines the indices of of the output tensor. An input index greater than the output tensor or less than zero will either write content at the wrong index or trigger a crash. We have patched the issue in GitHub commit b4d4b4cb019bd7240a52daa4ba61e3cc814f0384. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.

Affected products

VendorProductAffectedFixed
tensorflow tensorflow < 2.7.2, >= 2.8.0, < 2.8.1, >= 2.9.0, < 2.9.1 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI tensorflow < 2.7.2 2.7.2 GHSA-ffjm-4qwc-7cmf
PyPI tensorflow >= 2.8.0, < 2.8.1 2.8.1 GHSA-ffjm-4qwc-7cmf
PyPI tensorflow >= 2.9.0, < 2.9.1 2.9.1 GHSA-ffjm-4qwc-7cmf
PyPI tensorflow < 2.7.2 · >= 2.8.0, < 2.8.1 · >= 2.9.0, < 2.9.1 2.7.2, 2.8.1, 2.9.1 PYSEC-2026-3171
PyPI tensorflow-cpu < 2.7.2 2.7.2 GHSA-ffjm-4qwc-7cmf
PyPI tensorflow-cpu >= 2.8.0, < 2.8.1 2.8.1 GHSA-ffjm-4qwc-7cmf
PyPI tensorflow-cpu >= 2.9.0, < 2.9.1 2.9.1 GHSA-ffjm-4qwc-7cmf
PyPI tensorflow-cpu < 2.7.2 · >= 2.8.0, < 2.8.1 · >= 2.9.0, < 2.9.1 2.7.2, 2.8.1, 2.9.1 PYSEC-2026-3319
PyPI tensorflow-gpu < 2.7.2 2.7.2 GHSA-ffjm-4qwc-7cmf
PyPI tensorflow-gpu >= 2.8.0, < 2.8.1 2.8.1 GHSA-ffjm-4qwc-7cmf
PyPI tensorflow-gpu >= 2.9.0, < 2.9.1 2.9.1 GHSA-ffjm-4qwc-7cmf
PyPI tensorflow-gpu < 2.7.2 · >= 2.8.0, < 2.8.1 · >= 2.9.0, < 2.9.1 2.7.2, 2.8.1, 2.9.1 PYSEC-2026-989

References