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osvGoogleOSV:CVE-2021-29577
HistoryMay 14, 2021 - 8:15 p.m.

CVE-2021-29577

2021-05-1420:15:14
Google
osv.dev
6
tensorflow
avgpool3dgrad
heap buffer overflow
vulnerability
fix
software
machine learning
open source
platform
implementation
tensors
dimensions
commit
supported range

EPSS

0.001

Percentile

17.8%

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.raw_ops.AvgPool3DGrad is vulnerable to a heap buffer overflow. The implementation(https://github.com/tensorflow/tensorflow/blob/d80ffba9702dc19d1fac74fc4b766b3fa1ee976b/tensorflow/core/kernels/pooling_ops_3d.cc#L376-L450) assumes that the orig_input_shape and grad tensors have similar first and last dimensions but does not check that this assumption is validated. 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.

EPSS

0.001

Percentile

17.8%