TensorFlow is an open source platform for machine learning. In affected versions several TensorFlow operations are missing validation for the shapes of the tensor arguments involved in the call. Depending on the API, this can result in undefined behavior and segfault or `CHECK`-fail related crashes but in some scenarios writes and reads from heap populated arrays are also possible. We have discovered these issues internally via tooling while working on improving/testing GPU op determinism. As such, we don't have reproducers and there will be multiple fixes for these issues. These fixes will be included in TensorFlow 2.7.0. We will also cherrypick these commits on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
References
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:25
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : 4.6
v3 : 7.0 |
References | () https://github.com/tensorflow/tensorflow/commit/4d74d8a00b07441cba090a02e0dd9ed385145bf4 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/4dddb2fd0b01cdd196101afbba6518658a2c9e07 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/579261dcd446385831fe4f7457d802a59685121d - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/68422b215e618df5ad375bcdc6d2052e9fd3080a - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/da4aad5946be30e5f049920fa076e1f7ef021261 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/e7f497570abb6b4ae5af4970620cd880e4c0c904 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pgcq-h79j-2f69 - Third Party Advisory |
Information
Published : 2021-11-05 22:15
Updated : 2024-11-21 06:25
NVD link : CVE-2021-41206
Mitre link : CVE-2021-41206
CVE.ORG link : CVE-2021-41206
JSON object : View
Products Affected
- tensorflow
CWE
CWE-354
Improper Validation of Integrity Check Value