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.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/9294094df6fea79271778eb7e7ae1bad8b5ef98f | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/issues/46911 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2p25-55c9-h58q | Exploit Third Party Advisory |
History
No history.
MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2021-11-05T19:55:26
Updated: 2021-11-05T19:55:26
Reserved: 2021-09-15T00:00:00
Link: CVE-2021-41198
JSON object: View
NVD Information
Status : Analyzed
Published: 2021-11-05T20:15:07.907
Modified: 2021-11-09T14:40:40.990
Link: CVE-2021-41198
JSON object: View
Redhat Information
No data.
CWE