CVE-2022-36027 — Improper Input Validation in Tensorflow

CWE-20 — Improper Input Validation5 documents5 sources
Severity
7.5HIGHNVD
CNA5.9
EPSS
0.3%
top 49.79%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
3
TensorflowGoogle TensorflowIntel Optimization FOR Tensorflow
Timeline
PublishedSep 16

Description

TensorFlow is an open source platform for machine learning. When converting transposed convolutions using per-channel weight quantization the converter segfaults and crashes the Python process. We have patched the issue in GitHub commit aa0b852a4588cea4d36b74feb05d93055540b450. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known w…

CVSS vector

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:HExploitability: 3.9 | Impact: 3.6

Affected Packages3 packages

▶NVDgoogle/tensorflow2.8.0 — 2.8.1+3
▶CVEListV5tensorflow/tensorflow< 2.7.2+2
▶PyPIintel/optimization_for_tensorflow2.8.0 — 2.8.1+2

Patches

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

🔴Vulnerability Details

3
OSV
TensorFlow segfault TFLite converter on per-channel quantized transposed convolutions↗2022-09-16
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GHSA
TensorFlow segfault TFLite converter on per-channel quantized transposed convolutions↗2022-09-16
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CVEList
Segfault TFLite converter on per-channel quantized transposed convolutions in TensorFlow↗2022-09-16
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📋Vendor Advisories

1
Debian
CVE-2022-36027: tensorflow - TensorFlow is an open source platform for machine learning. When converting tran...↗2022
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CVE-2022-36027 — Improper Input Validation | cvebase