TensorFlow is an open source platform for machine learning. If `BCast::ToShape` is given input larger than an `int32`, it will crash, despite being supposed to handle up to an `int64`. An example can be seen in `tf.experimental.numpy.outer` by passing in large input to the input `b`. We have patched the issue in GitHub commit 8310bf8dd188ff780e7fc53245058215a05bdbe5. 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
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/util/bcast.h | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/8310bf8dd188ff780e7fc53245058215a05bdbe5 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h246-cgh4-7475 | Exploit Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/util/bcast.h | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/8310bf8dd188ff780e7fc53245058215a05bdbe5 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h246-cgh4-7475 | Exploit Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 07:24
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : unknown
v3 : 4.8 |
References | () https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/util/bcast.h - Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/8310bf8dd188ff780e7fc53245058215a05bdbe5 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h246-cgh4-7475 - Exploit, Patch, Third Party Advisory |
Information
Published : 2022-11-18 22:15
Updated : 2024-11-21 07:24
NVD link : CVE-2022-41890
Mitre link : CVE-2022-41890
CVE.ORG link : CVE-2022-41890
JSON object : View
Products Affected
- tensorflow
CWE
CWE-704
Incorrect Type Conversion or Cast