CVE-2022-23558CWE-190

Integer overflow in TFLite array creation

High · published February 4, 2022

CVSS v3.1
7.6
EPSS
1%
Percentile
56.7
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 `TfLiteIntArrayCreate`. The `TfLiteIntArrayGetSizeInBytes` returns an `int` instead of a `size_t. An attacker can control model inputs such that `computed_size` overflows the size of `int` datatype. 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.

The record
Technical detail
CVSS v3.1
7.6 · HIGH
Vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
CVSS v4.0
Not supplied
EPSS
0.00818 · 56.7th percentile
Weakness
CWE-190 · Integer Overflow or Wraparound
Published
2022-02-04T22:32Z
EPSS history
Timeline
  • 04 FEB 22:32Z
    Integer overflow in TFLite array creation
    cvelistv5