Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateTensorSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements. 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/costs/op_level_cost_estimator.cc#L1552-L1558 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/fcd18ce3101f245b083b30655c27b239dc72221e | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c94w-c95p-phf8 | Patch Third Party Advisory |
History
No history.
MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2022-02-04T22:32:23
Updated: 2022-02-04T22:32:23
Reserved: 2022-01-19T00:00:00
Link: CVE-2022-23575
JSON object: View
NVD Information
Status : Analyzed
Published: 2022-02-04T23:15:14.393
Modified: 2022-02-10T15:49:36.313
Link: CVE-2022-23575
JSON object: View
Redhat Information
No data.
CWE