Improper input validation in Google Tensorflow
CVE-2022-29213
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 `tf.compat.v1.signal.rfft2d` and `tf.compat.v1.signal.rfft3d` lack input validation and under certain condition can result in crashes (due to `CHECK`-failures). Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Vulnerability class: Drupalgeddon 2 (CVE-2018-7600)
Published · last modified .
CVSS v3 metric
CVSS v3 base score 5.5 (Medium). Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H.
EPSS exploit prediction
EPSS: 0.003 (21.7th percentile), scored .
Very low probability of exploitation in the next 30 days; routine patching cadence is appropriate. 22nd percentile — 21.7% of CVEs in the catalogue have a lower EPSS than this one. How to read EPSS.
EPSS over last 30 days · oldest: 0.003 · newest: 0.003 · change: +0.000
Affected products
- Google Tensorflow — versions 2.7.0, 2.8.0, 2.9.0
- Tensorflow — versions < 2.6.4, >= 2.7.0rc0, < 2.7.2, >= 2.8.0rc0, < 2.8.1
Weakness classification (CWE)
Public proof-of-concept exploits
References
- github.com/tensorflow/tensorflow/releases/tag/v2.6.4 (Third Party Advisory, Release Notes)
- github.com/tensorflow/tensorflow/releases/tag/v2.7.2 (Third Party Advisory, Release Notes)
- github.com/tensorflow/tensorflow/releases/tag/v2.8.1 (Third Party Advisory, Release Notes)
- github.com/tensorflow/tensorflow/releases/tag/v2.9.0 (Third Party Advisory, Release Notes)
- github.com/tensorflow/tensorflow/security/advisories/GHSA-5889-7v45-q28m (Exploit, Patch, Third Party Advisory)
- github.com/tensorflow/tensorflow/issues/55263 (Exploit, Third Party Advisory, Issue Tracking)
- github.com/tensorflow/tensorflow/pull/55274 (Patch, Third Party Advisory, Issue Tracking)
- github.com/tensorflow/tensorflow/commit/0a8a781e597b18ead006d19b7d23d0a369e9ad73 (Patch, Third Party Advisory)
Frequently asked questions
- What is CVE-2022-29213?
- CVE-2022-29213 is a medium-severity vulnerability in Google Tensorflow, classified under Improper Input Validation. CVSS score: 5.5/10. Published 2022-05-21.
- How severe is CVE-2022-29213?
- Medium severity. CVSS v3 base score is 5.5 out of 10.
- Is CVE-2022-29213 known to be exploited?
- 2 public proof-of-concept repositories are indexed. Not currently listed in the CISA KEV catalog.