Vulnerability Database

289,784

Total vulnerabilities in the database

CVE-2021-29557

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.SparseMatMul. The division by 0 occurs deep in Eigen code because the b tensor is empty. 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: Medium
  • Score: 5.5
  • AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

CVSS v2:

  • Severity: Low
  • Score: 2.1
  • AV:L/AC:L/Au:N/C:N/I:N/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