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OpenAdvisories
Medium · 5.9 CVE-2022-35940 BIT-tensorflow-2022-35940EUVD-2022-6976GHSA-x989-q2pq-4q5xPYSEC-2026-1047PYSEC-2026-3259PYSEC-2026-3381

Int overflow in `RaggedRangeOp` in Tensoflow

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

Description

TensorFlow is an open source platform for machine learning. The `RaggedRangOp` function takes an argument `limits` that is eventually used to construct a `TensorShape` as an `int64`. If `limits` is a very large float, it can overflow when converted to an `int64`. This triggers an `InvalidArgument` but also throws an abort signal that crashes the program. We have patched the issue in GitHub commit 37cefa91bee4eace55715eeef43720b958a01192. 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-x989-q2pq-4q5x
PyPI tensorflow >= 2.8.0, < 2.8.1 2.8.1 GHSA-x989-q2pq-4q5x
PyPI tensorflow >= 2.9.0, < 2.9.1 2.9.1 GHSA-x989-q2pq-4q5x
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-2026-3259
PyPI tensorflow-cpu < 2.7.2 2.7.2 GHSA-x989-q2pq-4q5x
PyPI tensorflow-cpu >= 2.8.0, < 2.8.1 2.8.1 GHSA-x989-q2pq-4q5x
PyPI tensorflow-cpu >= 2.9.0, < 2.9.1 2.9.1 GHSA-x989-q2pq-4q5x
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-2026-3381
PyPI tensorflow-gpu < 2.7.2 2.7.2 GHSA-x989-q2pq-4q5x
PyPI tensorflow-gpu >= 2.8.0, < 2.8.1 2.8.1 GHSA-x989-q2pq-4q5x
PyPI tensorflow-gpu >= 2.9.0, < 2.9.1 2.9.1 GHSA-x989-q2pq-4q5x
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-2026-1047

References