CVE-2022-23572Improper Check for Unusual or Exceptional Conditions in Tensorflow

Severity
6.5MEDIUMNVD
EPSS
0.5%
top 33.71%
CISA KEV
Not in KEV
Exploit
No known exploits
Timeline
PublishedFeb 4
Latest updateFeb 9

Description

Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fail to specialize a type during shape inference. This case is covered by the `DCHECK` function however, `DCHECK` is a no-op in production builds and an assertion failure in debug builds. In the first case execution proceeds to the `ValueOrDie` line. This results in an assertion failure as `ret` contains an error `Status`, not a value. In the second case we also get a crash due to the assertion failu

CVSS vector

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HExploitability: 2.8 | Impact: 3.6

Affected Packages3 packages

CVEListV5tensorflow/tensorflow< 2.5.3+2
PyPIintel/optimization_for_tensorflow2.6.02.6.3+2
NVDgoogle/tensorflow2.6.02.6.2+2

Patches

🔴Vulnerability Details

4
GHSA
Crash when type cannot be specialized in Tensorflow2022-02-09
OSV
Crash when type cannot be specialized in Tensorflow2022-02-09
OSV
CVE-2022-23572: Tensorflow is an Open Source Machine Learning Framework2022-02-04
CVEList
Crash when type cannot be specialized in Tensorflow2022-02-04

📋Vendor Advisories

1
Debian
CVE-2022-23572: tensorflow - Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios...2022
CVE-2022-23572 — Tensorflow vulnerability | cvebase