Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateOutputSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve tensors with large enough number of elements. We can have a large enough number of dimensions in `output_shape.dim()` or just a small number of dimensions being large enough to cause an overflow in the multiplication. 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: 2022-02-04T22:32:22

Updated: 2022-02-04T22:32:22

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


Link: CVE-2022-23576

JSON object: View

cve-icon NVD Information

Status : Analyzed

Published: 2022-02-04T23:15:14.447

Modified: 2022-02-10T15:10:35.620


Link: CVE-2022-23576

JSON object: View

cve-icon Redhat Information

No data.

CWE