TensorFlow is an open source platform for machine learning. In affected versions TensorFlow allows tensor to have a large number of dimensions and each dimension can be as large as desired. However, the total number of elements in a tensor must fit within an `int64_t`. If an overflow occurs, `MultiplyWithoutOverflow` would return a negative result. In the majority of TensorFlow codebase this then results in a `CHECK`-failure. Newer constructs exist which return a `Status` instead of crashing the binary. This is similar to CVE-2021-29584. 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/7c1692bd417eb4f9b33ead749a41166d6080af85 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/a871989d7b6c18cdebf2fb4f0e5c5b62fbc19edf | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/d81b1351da3e8c884ff836b64458d94e4a157c15 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/issues/46890 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/issues/51908 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-prcg-wp5q-rv7p | Patch Third Party Advisory |
History
No history.
MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2021-11-05T19:55:36
Updated: 2021-11-05T19:55:35
Reserved: 2021-09-15T00:00:00
Link: CVE-2021-41197
JSON object: View
NVD Information
Status : Analyzed
Published: 2021-11-05T20:15:07.843
Modified: 2021-11-09T14:30:53.583
Link: CVE-2021-41197
JSON object: View
Redhat Information
No data.
CWE