LLMMedium
CVE-2021-41216: TensorFlow is an open source platform for machine learning. In affected versions the shape inference…
- 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 shape inference function for `Transpose` is vulnerable to a heap buffer overflow. This occurs whenever `perm` contains negative elements. The shape inference function does not validate that the indices in `perm` are all valid. 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-2021-41216
- cvss:MEDIUM
Classification
Category confidence: 85%
Severity confidence: 90%
Rationale: TensorFlow vulnerability in shape inference function affects ML platform, causing heap buffer overflow.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8