CVE-2022-21728

Tensorflow is an Open Source Machine Learning Framework. The implementation of shape inference for `ReverseSequence` does not fully validate the value of `batch_dim` and can result in a heap OOB read. There is a check to make sure the value of `batch_dim` does not go over the rank of the input, but there is no check for negative values. Negative dimensions are allowed in some cases to mimic Python's negative indexing (i.e., indexing from the end of the array), however if the value is too negative then the implementation of `Dim` would access elements before the start of an array. 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.
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*

History

08 Feb 2022, 20:22

Type Values Removed Values Added
References (MISC) https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.h#L415-L428 - (MISC) https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.h#L415-L428 - Exploit, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/37c01fb5e25c3d80213060460196406c43d31995 - (MISC) https://github.com/tensorflow/tensorflow/commit/37c01fb5e25c3d80213060460196406c43d31995 - Patch, Third Party Advisory
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6gmv-pjp9-p8w8 - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6gmv-pjp9-p8w8 - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L1636-L1671 - (MISC) https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L1636-L1671 - Exploit, Third Party Advisory
CPE cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*
CWE CWE-125
CVSS v2 : unknown
v3 : unknown
v2 : 5.5
v3 : 8.1
First Time Google tensorflow
Google

03 Feb 2022, 12:15

Type Values Removed Values Added
New CVE

Information

Published : 2022-02-03 11:15

Updated : 2023-12-10 14:09


NVD link : CVE-2022-21728

Mitre link : CVE-2022-21728

CVE.ORG link : CVE-2022-21728


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-125

Out-of-bounds Read