OtherMedium
CVE-2022-23578: Tensorflow is an Open Source Machine Learning Framework. If a graph node is invalid, TensorFlow can …
- Occurred
- Feb 4, 2022
- Published
- Feb 4, 2022
- Source
- NVD CVE
Summary
Tensorflow is an Open Source Machine Learning Framework. If a graph node is invalid, TensorFlow can leak memory in the implementation of `ImmutableExecutorState::Initialize`. Here, we set `item->kernel` to `nullptr` but it is a simple `OpKernel*` pointer so the memory that was previously allocated to it would leak. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
Tags
- CVE
- CVE-2022-23578
- cvss:MEDIUM
Classification
Category confidence: 90%
Severity confidence: 85%
Rationale: Memory leak vulnerability in TensorFlow framework, not fitting other specific categories like LLM or AGENT.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8