CVE-2021-37677

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the shape inference code for `tf.raw_ops.Dequantize` has a vulnerability that could trigger a denial of service via a segfault if an attacker provides invalid arguments. The shape inference [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/ops/array_ops.cc#L2999-L3014) uses `axis` to select between two different values for `minmax_rank` which is then used to retrieve tensor dimensions. However, code assumes that `axis` can be either `-1` or a value greater than `-1`, with no validation for the other values. We have patched the issue in GitHub commit da857cfa0fde8f79ad0afdbc94e88b5d4bbec764. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:rc2:*:*:*:*:*:*

History

26 Jun 2023, 19:19

Type Values Removed Values Added
CWE CWE-20 CWE-1284
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qfpc-5pjr-mh26 - Third Party Advisory (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qfpc-5pjr-mh26 - Vendor Advisory

Information

Published : 2021-08-12 23:15

Updated : 2024-02-28 18:28


NVD link : CVE-2021-37677

Mitre link : CVE-2021-37677

CVE.ORG link : CVE-2021-37677


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-1284

Improper Validation of Specified Quantity in Input

CWE-20

Improper Input Validation