Vulnerability Monitor

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CVE-2022-41885

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.

Published

2022-11-18T22:15:14.147

Last Modified

2024-11-21T07:23:59.477

Status

Modified

Source

[email protected]

Severity

CVSSv3.1: 4.8 (MEDIUM)

Weaknesses

Type: Secondary
CWE-131
Type: Primary
CWE-131

Affected Vendors & Products

Type	Vendor	Product	Version/Range	Vulnerable?
Application	google	tensorflow	< 2.7.4	Yes
Application	google	tensorflow	< 2.8.1	Yes
Application	google	tensorflow	< 2.9.1	Yes
Application	google	tensorflow	2.10.0	Yes
Application	google	tensorflow	2.10.0	Yes
Application	google	tensorflow	2.10.0	Yes
Application	google	tensorflow	2.10.0	Yes

References

https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc Third Party Advisory ([email protected])
https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce Patch, Third Party Advisory ([email protected])
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx Exploit, Patch, Third Party Advisory ([email protected])
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc Third Party Advisory (af854a3a-2127-422b-91ae-364da2661108)
https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce Patch, Third Party Advisory (af854a3a-2127-422b-91ae-364da2661108)
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx Exploit, Patch, Third Party Advisory (af854a3a-2127-422b-91ae-364da2661108)