CVE-2021-37658
Description
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.
Risk Information
Associated Vulnerability
| Vulnerability | OS Platform |
|---|---|
| Multiple vulnerabilities are fixed in Python-tensorflow 2.3.4 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow 2.4.3 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow 2.5.1 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.3.4 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.4.3 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.5.1 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.3.4 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.4.3 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.5.1 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.3.4 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.4.3 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.5.1 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.3.4 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.4.3 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.5.1 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.3.4 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.4.3 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.5.1 | Linux |
Patch Details
No records foundReferences
https://nvd.nist.gov/vuln/detail/CVE-2023-1234
https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2023-1234