LLMMedium
CVE-2021-41198: TensorFlow is an open source platform for machine learning. In affected versions if `tf.tile` is cal…
- Occurred
- Nov 5, 2021
- Published
- Nov 5, 2021
- Source
- NVD CVE
Summary
TensorFlow is an open source platform for machine learning. In affected versions if `tf.tile` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow. The number of elements in the output tensor is too much for the `int64_t` type and the overflow is detected via a `CHECK` statement. This aborts the process. 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-2021-41198
- cvss:MEDIUM
Classification
Category confidence: 85%
Severity confidence: 90%
Rationale: TensorFlow crash due to input overflow is a software vulnerability affecting ML platform stability.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8