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CVE-2021-41226: TensorFlow is an open source platform for machine learning. In affected versions the implementation …

Occurred
Nov 5, 2021
Published
Nov 5, 2021
Source
NVD CVE

Summary

TensorFlow is an open source platform for machine learning. In affected versions the implementation of `SparseBinCount` is vulnerable to a heap OOB access. This is because of missing validation between the elements of the `values` argument and the shape of the sparse output. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.

Tags

  • CVE
  • CVE-2021-41226
  • cvss:HIGH

Classification

Category confidence: 85%
Severity confidence: 90%

Rationale: TensorFlow vulnerability affects ML framework but no direct harm reported, classified as LLM due to ML context.

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

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