Tensorflow is an Open Source Machine Learning Framework. The implementation of shape inference for `ReverseSequence` does not fully validate the value of `batch_dim` and can result in a heap OOB read. There is a check to make sure the value of `batch_dim` does not go over the rank of the input, but there is no check for negative values. Negative dimensions are allowed in some cases to mimic Python's negative indexing (i.e., indexing from the end of the array), however if the value is too negative then the implementation of `Dim` would access elements before the start of an array. 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/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.h#L415-L428 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L1636-L1671 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/37c01fb5e25c3d80213060460196406c43d31995 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6gmv-pjp9-p8w8 | Patch Third Party Advisory |
History
No history.
MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2022-02-03T10:55:55
Updated: 2022-02-03T10:55:55
Reserved: 2021-11-16T00:00:00
Link: CVE-2022-21728
JSON object: View
NVD Information
Status : Analyzed
Published: 2022-02-03T11:15:08.020
Modified: 2022-02-08T20:22:21.777
Link: CVE-2022-21728
JSON object: View
Redhat Information
No data.
CWE