CVE-2021-29573 — Divide By Zero in Tensorflow

CWE-369 — Divide By Zero6 documents5 sources
Severity
5.5MEDIUMNVD
CNA2.5
EPSS
0.0%
top 97.19%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
3
TensorflowGoogle TensorflowIntel Optimization FOR Tensorflow
Timeline
PublishedMay 14
Latest updateMay 21

Description

TensorFlow is an end-to-end open source platform for machine learning. The implementation of `tf.raw_ops.MaxPoolGradWithArgmax` is vulnerable to a division by 0. The implementation(https://github.com/tensorflow/tensorflow/blob/279bab6efa22752a2827621b7edb56a730233bd8/tensorflow/core/kernels/maxpooling_op.cc#L1033-L1034) fails to validate that the batch dimension of the tensor is non-zero, before dividing by this quantity. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this…

CVSS vector

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HExploitability: 1.8 | Impact: 3.6

Affected Packages3 packages

▶NVDgoogle/tensorflow2.2.0 — 2.2.3+3
▶CVEListV5tensorflow/tensorflow< 2.1.4+3
▶PyPIintel/optimization_for_tensorflow2.2.0 — 2.2.3+4

Patches

Patch: github.com ↗Patch: github.com ↗Patch: github.com ↗

🔴Vulnerability Details

4
GHSA
Division by 0 in `MaxPoolGradWithArgmax`↗2021-05-21
▶
OSV
Division by 0 in `MaxPoolGradWithArgmax`↗2021-05-21
▶
CVEList
Division by 0 in `MaxPoolGradWithArgmax`↗2021-05-14
▶
OSV
CVE-2021-29573: TensorFlow is an end-to-end open source platform for machine learning↗2021-05-14
▶

📋Vendor Advisories

1
Debian
CVE-2021-29573: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. The imple...↗2021
▶
CVE-2021-29573 — Divide By Zero in Tensorflow | cvebase