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cvelistGitHub_MCVELIST:CVE-2021-29522
HistoryMay 14, 2021 - 7:35 p.m.

CVE-2021-29522 Division by 0 in `Conv3DBackprop*`

2021-05-1419:35:44
CWE-369
GitHub_M
raw.githubusercontent.com
1

6.6 Medium

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

12.3%

TensorFlow is an end-to-end open source platform for machine learning. The tf.raw_ops.Conv3DBackprop* operations fail to validate that the input tensors are not empty. In turn, this would result in a division by 0. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/a91bb59769f19146d5a0c20060244378e878f140/tensorflow/core/kernels/conv_grad_ops_3d.cc#L430-L450) does not check that the divisor used in computing the shard size is not zero. Thus, if attacker controls the input sizes, they can trigger a denial of service via a division by zero error. 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.

6.6 Medium

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

12.3%

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