CVE-2022-41907

MEDIUM

TensorFlow - Buffer Overflow

Title source: llm

Description

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ResizeNearestNeighborGrad` is given a large `size` input, it overflows. We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. 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/image/resize_nearest_neighbor_op.cc

[Patch, Third Party Advisory] https://github.com/tensorflow/tensorflow/commit/00c821af032ba9e5f5fa3fe14690c8d28a657624

View Patch ZIP pw:eip

[Exploit, Patch, Third Party Advisory] https://github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx

Scores

CVSS v3 4.8

EPSS 0.0013

EPSS Percentile 31.7%

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 (4)

google/tensorflow < 2.8.4

pypi/tensorflow < 2.8.4PyPI

pypi/tensorflow-cpu < 2.8.4PyPI

pypi/tensorflow-gpu < 2.8.4PyPI

Timeline

Published Nov 18, 2022

Tracked Since Feb 18, 2026