OtherMedium
CVE-2022-23587: Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component…
- Occurred
- Feb 4, 2022
- Published
- Feb 4, 2022
- Source
- NVD CVE
Summary
Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. 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-2022-23587
- cvss:HIGH
Classification
Category confidence: 90%
Severity confidence: 85%
Rationale: CVE describes a software vulnerability in TensorFlow's Grappler component, not an AI safety incident involving harm or misuse.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8