Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. 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#L2621-L2689 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q | Patch Third Party Advisory |
History
No history.
MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2022-02-04T22:32:14
Updated: 2022-02-04T22:32:14
Reserved: 2022-01-19T00:00:00
Link: CVE-2022-23587
JSON object: View
NVD Information
Status : Analyzed
Published: 2022-02-04T23:15:15.033
Modified: 2022-02-10T17:38:55.443
Link: CVE-2022-23587
JSON object: View
Redhat Information
No data.
CWE