CVE-2022-41880

TensorFlow is an open source platform for machine learning. When the `BaseCandidateSamplerOp` function receives a value in `true_classes` larger than `range_max`, a heap oob read occurs. We have patched the issue in GitHub commit b389f5c944cadfdfe599b3f1e4026e036f30d2d4. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
ProviderTypeBase ScoreAtk. VectorAtk. ComplexityPriv. RequiredVector
GitHub_MCNA
6.8 MEDIUM
NETWORK
LOW
LOW
CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:L/I:L/A:H
Base Score
CVSS 3.x
EPSS Score
Percentile: 32.63%
Affected Products (NVD)
VendorProductVersion
googletensorflow
𝑥
< 2.8.4
googletensorflow
2.9.0 ≤
𝑥
< 2.9.3
googletensorflow
2.10.0
𝑥
= Vulnerable software versions
Early Detection
Affected products identified ahead of NVD analysis through intelligence sources.
VendorProductVersionSource
tensorflowtensorflow
𝑥
< 2.8.4
CNA
Debian logo
Debian Releases
Debian Product
Codename
tensorflow
forky
2.14.1+dfsg-3.1
fixed
sid
2.14.1+dfsg-3.1
fixed
Azure Linux logo
Azure Linux Releases
Azure Package
Release
tensorflow
CBL-Mariner 2.0
0:2.11.0-1.cm2
fixed
Common Weakness Enumeration
References
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/candidate_sampler_ops.cc
https://github.com/tensorflow/tensorflow/commit/b389f5c944cadfdfe599b3f1e4026e036f30d2d4
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8w5g-3wcv-9g2j
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/candidate_sampler_ops.cc
https://github.com/tensorflow/tensorflow/commit/b389f5c944cadfdfe599b3f1e4026e036f30d2d4
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8w5g-3wcv-9g2j