CVE-2022-23593Improper Check for Unusual or Exceptional Conditions in Google Tensorflow

Severity
7.5HIGHNVD
CNA5.9
EPSS
0.3%
top 45.88%
CISA KEV
Not in KEV
Exploit
No known exploits
Timeline
PublishedFeb 4
Latest updateFeb 9

Description

Tensorflow is an Open Source Machine Learning Framework. The `simplifyBroadcast` function in the MLIR-TFRT infrastructure in TensorFlow is vulnerable to a segfault (hence, denial of service), if called with scalar shapes. If all shapes are scalar, then `maxRank` is 0, so we build an empty `SmallVector`. The fix will be included in TensorFlow 2.8.0. This is the only affected version.

CVSS vector

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:HExploitability: 3.9 | Impact: 3.6

Affected Packages3 packages

NVDgoogle/tensorflow2.7.02.8.0
PyPIintel/optimization_for_tensorflow2.8.0-rc02.8.0
CVEListV5tensorflow/tensorflow>= 2.7.0, < 2.8.0

Patches

🔴Vulnerability Details

4
OSV
Segfault in `simplifyBroadcast` in Tensorflow2022-02-09
GHSA
Segfault in `simplifyBroadcast` in Tensorflow2022-02-09
OSV
CVE-2022-23593: Tensorflow is an Open Source Machine Learning Framework2022-02-04
CVEList
Segfault in `simplifyBroadcast` in Tensorflow2022-02-04

📋Vendor Advisories

1
Debian
CVE-2022-23593: tensorflow - Tensorflow is an Open Source Machine Learning Framework. The `simplifyBroadcast`...2022
CVE-2022-23593 — Google Tensorflow vulnerability | cvebase