Tensorflow is an Open Source Machine Learning Framework. The `GraphDef` format in TensorFlow does not allow self recursive functions. The runtime assumes that this invariant is satisfied. However, a `GraphDef` containing a fragment such as the following can be consumed when loading a `SavedModel`. This would result in a stack overflow during execution as resolving each `NodeDef` means resolving the function itself and its nodes. 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.
History

No history.

cve-icon MITRE Information

Status: PUBLISHED

Assigner: GitHub_M

Published: 2022-02-04T22:32:09

Updated: 2022-02-04T22:32:09

Reserved: 2022-01-19T00:00:00


Link: CVE-2022-23591

JSON object: View

cve-icon NVD Information

Status : Analyzed

Published: 2022-02-04T23:15:15.253

Modified: 2023-06-27T02:40:30.160


Link: CVE-2022-23591

JSON object: View

cve-icon Redhat Information

No data.