CVE-2021-29555

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in `tf.raw_ops.FusedBatchNorm`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/828f346274841fa7505f7020e88ca36c22e557ab/tensorflow/core/kernels/fused_batch_norm_op.cc#L295-L297) performs a division based on the last dimension of the `x` tensor. Since this is controlled by the user, an attacker can trigger a denial of service. 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.
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*

History

18 May 2021, 19:58

Type Values Removed Values Added
CVSS v2 : unknown
v3 : unknown
v2 : 2.1
v3 : 5.5
CPE cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r35g-4525-29fq - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r35g-4525-29fq - Exploit, Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/1a2a87229d1d61e23a39373777c056161eb4084d - (MISC) https://github.com/tensorflow/tensorflow/commit/1a2a87229d1d61e23a39373777c056161eb4084d - Patch, Third Party Advisory

14 May 2021, 20:56

Type Values Removed Values Added
CWE CWE-369

14 May 2021, 20:15

Type Values Removed Values Added
New CVE

Information

Published : 2021-05-14 20:15

Updated : 2023-12-10 13:55


NVD link : CVE-2021-29555

Mitre link : CVE-2021-29555

CVE.ORG link : CVE-2021-29555


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-369

Divide By Zero