TensorFlow is an end-to-end open source platform for machine learning. The implementation of `tf.raw_ops.FractionalAvgPoolGrad` is vulnerable to a heap buffer overflow. The implementation(https://github.com/tensorflow/tensorflow/blob/dcba796a28364d6d7f003f6fe733d82726dda713/tensorflow/core/kernels/fractional_avg_pool_op.cc#L216) fails to validate that the pooling sequence arguments have enough elements as required by the `out_backprop` tensor shape. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/12c727cee857fa19be717f336943d95fca4ffe4f | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6f89-8j54-29xf | Exploit Patch Third Party Advisory |
History
No history.
MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2021-05-14T19:15:54
Updated: 2021-05-14T19:15:54
Reserved: 2021-03-30T00:00:00
Link: CVE-2021-29578
JSON object: View
NVD Information
Status : Analyzed
Published: 2021-05-14T20:15:14.200
Modified: 2021-05-20T15:44:30.690
Link: CVE-2021-29578
JSON object: View
Redhat Information
No data.