OtherMedium
CVE-2022-29212: TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, a…
- Occurred
- May 21, 2022
- Published
- May 21, 2022
- Source
- NVD CVE
Summary
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, certain TFLite models that were created using TFLite model converter would crash when loaded in the TFLite interpreter. The culprit is that during quantization the scale of values could be greater than 1 but code was always assuming sub-unit scaling. Thus, since code was calling `QuantizeMultiplierSmallerThanOneExp`, the `TFLITE_CHECK_LT` assertion would trigger and abort the process. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Tags
- CVE
- CVE-2022-29212
- cvss:MEDIUM
Classification
Category confidence: 90%
Severity confidence: 85%
Rationale: Software vulnerability in TensorFlow causing crashes, not fitting specific AI safety categories like LLM or AGENT.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8