CVE-2022-41885
MEDIUMTensorFlow < 2.7.4 - Integer Overflow in FusedResizeAndPadConv2D
Title source: llmDescription
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)
Core 3
Core References
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
Exploit, Patch, Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx
Scores
CVSS v3
4.8
EPSS
0.0043
EPSS Percentile
34.1%
Attack Vector
NETWORK
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
CISA SSVC
Vulnrichment
Exploitation
poc
Automatable
no
Technical Impact
partial
Details
CWE
CWE-131
Status
published
Products (5)
google/tensorflow
2.10.0 rc0 (4 CPE variants)
google/tensorflow
< 2.7.4
pypi/tensorflow
0 - 2.7.4PyPI
pypi/tensorflow-cpu
0 - 2.7.4PyPI
pypi/tensorflow-gpu
0 - 2.7.4PyPI
Published
Nov 18, 2022
Tracked Since
Feb 18, 2026