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OpenAdvisories
High · 7.6 CVE-2022-23558 BIT-tensorflow-2022-23558EUVD-2022-0306GHSA-9gwq-6cwj-47h3PYSEC-2022-122PYSEC-2022-67PYSEC-2026-3151

Integer overflow in TFLite array creation

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. An attacker can craft a TFLite model that would cause an integer overflow in `TfLiteIntArrayCreate`. The `TfLiteIntArrayGetSizeInBytes` returns an `int` instead of a `size_t. An attacker can control model inputs such that `computed_size` overflows the size of `int` datatype. 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-9gwq-6cwj-47h3
PyPI tensorflow >= 2.6.0, < 2.6.3 2.6.3 GHSA-9gwq-6cwj-47h3
PyPI tensorflow >= 2.7.0, < 2.7.1 2.7.1 GHSA-9gwq-6cwj-47h3
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-2026-3151
PyPI tensorflow-cpu < 2.5.3 2.5.3 GHSA-9gwq-6cwj-47h3
PyPI tensorflow-cpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-9gwq-6cwj-47h3
PyPI tensorflow-cpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-9gwq-6cwj-47h3
PyPI tensorflow-cpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-67
PyPI tensorflow-gpu < 2.5.3 2.5.3 GHSA-9gwq-6cwj-47h3
PyPI tensorflow-gpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-9gwq-6cwj-47h3
PyPI tensorflow-gpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-9gwq-6cwj-47h3
PyPI tensorflow-gpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-122

References