CVE-2022-23559CWE-190

Integer overflow in TFLite

High · published February 4, 2022

CVSS v3.1
8.8
EPSS
1%
Percentile
67.5
In the wild
Unconfirmed
What it is

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.

The record
Technical detail
CVSS v3.1
8.8 · HIGH
Vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
CVSS v4.0
Not supplied
EPSS
0.01183 · 67.5th percentile
Weakness
CWE-190 · Integer Overflow or Wraparound
Published
2022-02-04T22:32Z
EPSS history
Timeline
  • 04 FEB 22:32Z
    Integer overflow in TFLite
    cvelistv5