OtherMedium
CVE-2022-41901: TensorFlow is an open source platform for machine learning. An input `sparse_matrix` that is not a m…
- Occurred
- Nov 18, 2022
- Published
- Nov 18, 2022
- Source
- NVD CVE
Summary
TensorFlow is an open source platform for machine learning. An input `sparse_matrix` that is not a matrix with a shape with rank 0 will trigger a `CHECK` fail in `tf.raw_ops.SparseMatrixNNZ`. We have patched the issue in GitHub commit f856d02e5322821aad155dad9b3acab1e9f5d693. 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-2022-41901
- cvss:MEDIUM
Classification
Category confidence: 90%
Severity confidence: 85%
Rationale: Software vulnerability in TensorFlow library causing CHECK fail, not a direct AI safety incident.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8