CVE-2022-23559Integer Overflow or Wraparound in Tensorflow

Severity
8.8HIGHNVD
EPSS
0.5%
top 33.26%
CISA KEV
Not in KEV
Exploit
No known exploits
Timeline
PublishedFeb 4
Latest updateFeb 9

Description

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and `lookup_size` are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write. Users are advised to upgrade to a patched version.

CVSS vector

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:HExploitability: 2.8 | 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
OSV
Integer overflow in TFLite2022-02-09
GHSA
Integer overflow in TFLite2022-02-09
OSV
CVE-2022-23559: Tensorflow is an Open Source Machine Learning Framework2022-02-04
CVEList
Integer overflow in TFLite2022-02-04

📋Vendor Advisories

1
Debian
CVE-2022-23559: tensorflow - Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a...2022
CVE-2022-23559 — Integer Overflow or Wraparound | cvebase