TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause undefined behavior via binding a reference to null pointer in all operations of type `tf.raw_ops.MatrixSetDiagV*`. The [implementation](https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/tensorflow/core/kernels/linalg/matrix_diag_op.cc) has incomplete validation that the value of `k` is a valid tensor. We have check that this value is either a scalar or a vector, but there is no check for the number of elements. If this is an empty tensor, then code that accesses the first element of the tensor is wrong. We have patched the issue in GitHub commit ff8894044dfae5568ecbf2ed514c1a37dc394f1b. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/ff8894044dfae5568ecbf2ed514c1a37dc394f1b | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6p5r-g9mq-ggh2 | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/ff8894044dfae5568ecbf2ed514c1a37dc394f1b | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6p5r-g9mq-ggh2 | Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:15
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : 4.6
v3 : 7.1 |
References | () https://github.com/tensorflow/tensorflow/commit/ff8894044dfae5568ecbf2ed514c1a37dc394f1b - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6p5r-g9mq-ggh2 - Third Party Advisory |
Information
Published : 2021-08-12 21:15
Updated : 2024-11-21 06:15
NVD link : CVE-2021-37658
Mitre link : CVE-2021-37658
CVE.ORG link : CVE-2021-37658
JSON object : View
Products Affected
- tensorflow
CWE
CWE-824
Access of Uninitialized Pointer