LLMHigh
CVE-2022-23559: Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that w…
- Occurred
- Feb 4, 2022
- Published
- Feb 4, 2022
- Source
- NVD CVE
Summary
Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and `lookup_size` are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write. Users are advised to upgrade to a patched version.
Tags
- CVE
- CVE-2022-23559
- cvss:HIGH
Classification
Category confidence: 90%
Severity confidence: 85%
Rationale: TensorFlow vulnerability allows malicious model input to cause heap overflow, posing security risk to ML systems.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8