CVE-2021-37643
Last modified
CVE-2021-37643 is a high-severity vulnerability rated 7.1/10 on the CVSS scale. TensorFlow is an end-to-end open source platform for machine learning. If a user does not provide a valid padding value to `tf.raw_ops.MatrixDiagPartOp`, then the code triggers a null pointer dereference (if input is empty) or produces invalid behavior, ignoring all values after the first. EPSS estimates a 0.16% chance of exploitation in the next 30 days.
Description
TensorFlow is an end-to-end open source platform for machine learning. If a user does not provide a valid padding value to `tf.raw_ops.MatrixDiagPartOp`, then the code triggers a null pointer dereference (if input is empty) or produces invalid behavior, ignoring all values after the first. The [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/linalg/matrix_diag_op.cc#L89) reads the first value from a tensor buffer without first checking that the tensor has values to read from. We have patched the issue in GitHub commit 482da92095c4d48f8784b1f00dda4f81c28d2988. 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.
Metrics
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H
Weakness Enumeration
Affected Software
| Vendor | Product | Versions | Update |
|---|---|---|---|
| Tensorflow | >= 2.3.0, < 2.3.4 | — | |
| Tensorflow | >= 2.4.0, < 2.4.3 | — | |
| Tensorflow | 2.5.0 | — | |
| Tensorflow | 2.6.0 | Rc0 |
References
- https://github.com/tensorflow/tensorflow/commit/482da92095c4d48f8784b1f00dda4f81c28d2988Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fcwc-p4fc-c5ccThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/482da92095c4d48f8784b1f00dda4f81c28d2988Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fcwc-p4fc-c5ccThird Party Advisory
Timeline
- Published
- Last Modified
- Status
- Modified
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