CVE-2022-41899

CWE-20 — Improper Input ValidationCWE-617 — Reachable Assertion6 documents6 sources
Severity
7.5HIGH
EPSS
0.2%
top 60.76%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
2
Tensorflow TensorflowGoogle Tensorflow
Timeline
PublishedNov 18
Latest updateNov 21

Description

TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. 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.

CVSS vector

CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:HExploitability: 1.2 | Impact: 3.6

Affected Packages5 packages

▶PyPItensorflow2.9.0 — 2.9.3+2
▶PyPItensorflow-cpu2.9.0 — 2.9.3+2
▶PyPItensorflow-gpu2.9.0 — 2.9.3+2
▶NVDgoogle/tensorflow2.9.0 — 2.9.3+2
▶CVEListV5tensorflow/tensorflow< 2.8.4+2

Patches

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

🔴Vulnerability Details

3
OSV
`CHECK` fail via inputs in `SdcaOptimizer`↗2022-11-21
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GHSA
`CHECK` fail via inputs in `SdcaOptimizer`↗2022-11-21
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CVEList
`CHECK` fail via inputs in `SdcaOptimizer` in Tensorflow↗2022-11-18
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📋Vendor Advisories

2
Microsoft
`CHECK` fail via inputs in `SdcaOptimizer` in Tensorflow↗2022-11-08
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Debian
CVE-2022-41899: tensorflow - TensorFlow is an open source platform for machine learning. Inputs `dense_featur...↗2022
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CVE-2022-41899 (HIGH CVSS 7.5) | TensorFlow is an open source platfo | cvebase.io