CVE-2022-29202CWE-20CWE-400

Denial of service in TensorFlow due to lack of validation in `tf.ragged.constant`

Medium · published May 20, 2022

CVSS v3.1
5.5
EPSS
0%
Percentile
24.2
In the wild
Unconfirmed
What it is

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

The record
Technical detail
CVSS v3.1
5.5 · MEDIUM
Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CVSS v4.0
Not supplied
EPSS
0.00324 · 24.2th percentile
Weaknesses
CWE-20 · Improper Input Validation; CWE-400 · Uncontrolled Resource Consumption
Published
2022-05-20T22:55Z
EPSS history
Timeline
  • 20 MAY 22:55Z
    Denial of service in TensorFlow due to lack of validation in `tf.ragged.constant`
    cvelistv5