CVE-2022-41885

MEDIUM

TensorFlow - Memory Corruption

Title source: llm

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.

References (3)

[Third Party Advisory] https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc

[Patch, Third Party Advisory] https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce

View Patch ZIP pw:eip

[Exploit, Patch, Third Party Advisory] https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx

Scores

CVSS v3 4.8

EPSS 0.0016

EPSS Percentile 36.7%

Attack Vector NETWORK

CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H

Classification

CWE

CWE-131

Status published

Affected Products (8)

google/tensorflow < 2.7.4

google/tensorflow

google/tensorflow

google/tensorflow

google/tensorflow

pypi/tensorflow < 2.7.4PyPI

pypi/tensorflow-cpu < 2.7.4PyPI

pypi/tensorflow-gpu < 2.7.4PyPI

Timeline

Published Nov 18, 2022

Tracked Since Feb 18, 2026