CVE-2022-23575 — Integer Overflow or Wraparound in Tensorflow

CWE-190 — Integer Overflow or Wraparound6 documents5 sources
Severity
6.5MEDIUMNVD
EPSS
0.2%
top 55.32%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
3
TensorflowIntel Optimization FOR TensorflowGoogle Tensorflow
Timeline
PublishedFeb 4
Latest updateFeb 10

Description

Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateTensorSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements. 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:L/UI:N/S:U/C:N/I:N/A:HExploitability: 2.8 | Impact: 3.6

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 Tensorflow↗2022-02-10
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GHSA
Integer overflow in Tensorflow↗2022-02-10
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OSV
CVE-2022-23575: Tensorflow is an Open Source Machine Learning Framework↗2022-02-04
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CVEList
Integer overflow in Tensorflow↗2022-02-04
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📋Vendor Advisories

1
Debian
CVE-2022-23575: tensorflow - Tensorflow is an Open Source Machine Learning Framework. The implementation of `...↗2022
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CVE-2022-23575 — Integer Overflow or Wraparound | cvebase