CVE-2022-21734

Tensorflow is an Open Source Machine Learning Framework. The implementation of `MapStage` is vulnerable a `CHECK`-fail if the key tensor is not a scalar. 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.
Type Confusion
ProviderTypeBase ScoreAtk. VectorAtk. ComplexityPriv. RequiredVector
NISTNIST
6.5 MEDIUM
NETWORK
LOW
LOW
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
GitHub_MCNA
6.5 MEDIUM
NETWORK
LOW
LOW
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CVEADP
---
---
CISA-ADPADP
---
---
Base Score
CVSS 3.x
EPSS Score
Percentile: 43%
VendorProductVersion
googletensorflow
𝑥
≤ 2.5.2
googletensorflow
2.6.0 ≤
𝑥
≤ 2.6.2
googletensorflow
2.7.0
𝑥
= Vulnerable software versions
Common Weakness Enumeration
References
https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/map_stage_op.cc#L519-L550
https://github.com/tensorflow/tensorflow/commit/f57315566d7094f322b784947093406c2aea0d7d
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gcvh-66ff-4mwm
https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/map_stage_op.cc#L519-L550
https://github.com/tensorflow/tensorflow/commit/f57315566d7094f322b784947093406c2aea0d7d
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gcvh-66ff-4mwm