CVE-2022-29212: Google Tensorflow

Medium severity, CVSS 5.5. EPSS: 0.3% chance of exploitation in the next 30 days.

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.

Affected products

• Google Tensorflow: before 2.6.4 (fixed in 2.6.4); from 2.7.0, before 2.7.2 (fixed in 2.7.2); version 2.7.0 only; version 2.8.0 only; version 2.9.0 only

Published 2022-05-21. Last modified 2026-06-17.