CVE-2022-23587Integer Overflow or Wraparound in Tensorflow

Severity
9.8CRITICALNVD
CNA8.8
EPSS
0.3%
top 47.15%
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, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

CVSS vector

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:HExploitability: 3.9 | Impact: 5.9

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
Integer overflow in TensorFlow2022-02-09
OSV
Integer overflow in TensorFlow2022-02-09
OSV
CVE-2022-23587: Tensorflow is an Open Source Machine Learning Framework2022-02-04
CVEList
Integer overflow in Tensorflow2022-02-04

📋Vendor Advisories

1
Debian
CVE-2022-23587: tensorflow - Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios...2022
CVE-2022-23587 — Integer Overflow or Wraparound | cvebase