CVE-2021-41198
Summary
| CVE | CVE-2021-41198 |
|---|
| State | PUBLIC |
|---|
| Assigner | [email protected] |
|---|
| Source Priority | CVE Program / NVD first with legacy fallback |
|---|
| Published | 2021-11-05 20:15:00 UTC |
|---|
| Updated | 2021-11-09 14:40:00 UTC |
|---|
| Description | TensorFlow is an open source platform for machine learning. In affected versions if `tf.tile` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow. The number of elements in the output tensor is too much for the `int64_t` type and the overflow is detected via a `CHECK` statement. This aborts the process. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range. |
|---|
NVD Known Affected Configurations (CPE 2.3)
| Type | Vendor | Product | Version | Update | Edition | Language |
|---|
| Application |
Google |
Tensorflow |
All |
All |
All |
All |
References
| Reference | Source | Link | Tags |
|---|
| tf.keras.backend.tile crash(aborts) when n is large · Issue #46911 · tensorflow/tensorflow · GitHub |
MISC |
github.com |
|
| Overflow/crash in `tf.tile` when tiling tensor is large · Advisory · tensorflow/tensorflow · GitHub |
CONFIRM |
github.com |
|
| Merge pull request #51138 from yongtang:46911-tile · tensorflow/tensorflow@9294094 · GitHub |
MISC |
github.com |
|
| CVE Program record |
CVE.ORG |
www.cve.org |
canonical |
| NVD vulnerability detail |
NVD |
nvd.nist.gov |
canonical, analysis |
No vendor comments have been submitted for this CVE.
Legacy QID Mappings
- 980164 Python (pip) Security Update for tensorflow-gpu (GHSA-2p25-55c9-h58q)
