Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c | Patch Third Party Advisory |
History
No history.
MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2022-02-04T22:32:24
Updated: 2022-02-04T22:32:24
Reserved: 2022-01-19T00:00:00
Link: CVE-2022-23581
JSON object: View
NVD Information
Status : Analyzed
Published: 2022-02-04T23:15:14.713
Modified: 2022-02-10T01:34:43.277
Link: CVE-2022-23581
JSON object: View
Redhat Information
No data.
CWE