CVE-2022-36015 — Integer Overflow or Wraparound in Tensorflow

CWE-190 — Integer Overflow or Wraparound5 documents5 sources
Severity
7.5HIGHNVD
CNA5.9
EPSS
0.2%
top 58.99%
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 `RangeSize` receives values that do not fit into an `int64_t`, it crashes. We have patched the issue in GitHub commit 37e64539cd29fcfb814c4451152a60f5d107b0f0. 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 workarounds for this issue.

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
CVEList
Integer overflow in math ops in TensorFlow↗2022-09-16
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GHSA
TensorFlow vulnerable to integer overflow in math ops↗2022-09-16
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OSV
TensorFlow vulnerable to integer overflow in math ops↗2022-09-16
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📋Vendor Advisories

1
Debian
CVE-2022-36015: tensorflow - TensorFlow is an open source platform for machine learning. When `RangeSize` rec...↗2022
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CVE-2022-36015 — Integer Overflow or Wraparound | cvebase