Vulnerability Database

289,697

Total vulnerabilities in the database

CVE-2021-29577

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.

CVSS v3:

  • Severity: High
  • Score: 7.8
  • AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

CVSS v2:

  • Severity: Low
  • Score: 4.6
  • AV:L/AC:L/Au:N/C:P/I:P/A:P

CWEs:

Software From Fixed in
google / tensorflow 2.4.0 2.4.2
google / tensorflow 2.3.0 2.3.3
google / tensorflow 2.2.0 2.2.3
google / tensorflow - 2.1.4
tensorflow - 2.1.4
tensorflow 2.2.0 2.2.3
tensorflow 2.3.0 2.3.3
tensorflow 2.4.0 2.4.2
tensorflow-cpu - 2.1.4
tensorflow-cpu 2.2.0 2.2.3
tensorflow-cpu 2.3.0 2.3.3
tensorflow-cpu 2.4.0 2.4.2
tensorflow-gpu - 2.1.4
tensorflow-gpu 2.2.0 2.2.3
tensorflow-gpu 2.3.0 2.3.3
tensorflow-gpu 2.4.0 2.4.2