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CVE-2022-41897: TensorFlow is an open source platform for machine learning. If `FractionMaxPoolGrad` is given outsiz…

Occurred
Nov 18, 2022
Published
Nov 18, 2022
Source
NVD CVE

Summary

TensorFlow is an open source platform for machine learning. If `FractionMaxPoolGrad` is given outsize inputs `row_pooling_sequence` and `col_pooling_sequence`, TensorFlow will crash. We have patched the issue in GitHub commit d71090c3e5ca325bdf4b02eb236cfb3ee823e927. 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.

Tags

  • CVE
  • CVE-2022-41897
  • cvss:MEDIUM

Classification

Category confidence: 90%
Severity confidence: 85%

Rationale: CVE describes a software crash vulnerability in TensorFlow library, not an AI safety incident involving harm or misuse.

Classifier: Qwen/Qwen3.5-35B-A3B-FP8

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