CVE-2022-23558 — Integer Overflow or Wraparound in Tensorflow

CWE-190 — Integer Overflow or Wraparound6 documents5 sources
Severity
8.8HIGHNVD
CNA7.6
EPSS
0.4%
top 39.91%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
3
TensorflowIntel Optimization FOR TensorflowGoogle Tensorflow
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 `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 affect…

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_tensorflow2.6.0 — 2.6.3+2
▶NVDgoogle/tensorflow2.6.0 — 2.6.2+2

Patches

Patch: github.com ↗Patch: github.com ↗Patch: github.com ↗

🔴Vulnerability Details

4
OSV
Integer overflow in TFLite array creation↗2022-02-09
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GHSA
Integer overflow in TFLite array creation↗2022-02-09
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CVEList
Integer overflow in TFLite array creation↗2022-02-04
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OSV
CVE-2022-23558: Tensorflow is an Open Source Machine Learning Framework↗2022-02-04
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📋Vendor Advisories

1
Debian
CVE-2022-23558: tensorflow - Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a...↗2022
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CVE-2022-23558 — Integer Overflow or Wraparound | cvebase