TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must be of rank 4 but is not checked. We have patched the issue in GitHub commit cf35502463a88ca7185a99daa7031df60b3c1c98. 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/kernels/image/generate_box_proposals_op.cu.cc | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76v | Exploit Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76v | Exploit Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 07:23
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc - Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76v - Exploit, Patch, Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : unknown
v3 : 4.8 |
Information
Published : 2022-11-18 22:15
Updated : 2024-11-21 07:23
NVD link : CVE-2022-41888
Mitre link : CVE-2022-41888
CVE.ORG link : CVE-2022-41888
JSON object : View
Products Affected
- tensorflow
CWE
CWE-20
Improper Input Validation