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CVE-2022-41898: TensorFlow is an open source platform for machine learning. If `SparseFillEmptyRowsGrad` is given em…

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

Summary

TensorFlow is an open source platform for machine learning. If `SparseFillEmptyRowsGrad` is given empty inputs, TensorFlow will crash. We have patched the issue in GitHub commit af4a6a3c8b95022c351edae94560acc61253a1b8. 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-2022-41898
  • cvss:MEDIUM

Classification

Category confidence: 90%
Severity confidence: 85%

Rationale: Software vulnerability causing crashes in TensorFlow library, not fitting other specific AI safety categories.

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

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