CVE-2022-23572: Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fai…
- Occurred
- Feb 4, 2022
- Published
- Feb 4, 2022
- Source
- NVD CVE
Summary
Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fail to specialize a type during shape inference. This case is covered by the `DCHECK` function however, `DCHECK` is a no-op in production builds and an assertion failure in debug builds. In the first case execution proceeds to the `ValueOrDie` line. This results in an assertion failure as `ret` contains an error `Status`, not a value. In the second case we also get a crash due to the assertion failure. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, as these are also affected and still in supported range.
Tags
- CVE
- CVE-2022-23572
- cvss:MEDIUM
Classification
Rationale: Software bug in TensorFlow framework causing crashes in production builds, not fitting specific AI safety categories.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8