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CVE-2021-29588: TensorFlow is an end-to-end open source platform for machine learning. The optimized implementation …

Occurred
May 14, 2021
Published
May 14, 2021
Source
NVD CVE

Summary

TensorFlow is an end-to-end open source platform for machine learning. The optimized implementation of the `TransposeConv` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/optimized/optimized_ops.h#L5221-L5222). An attacker can craft a model such that `stride_{h,w}` values are 0. Code calling this function must validate these arguments. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.

Tags

  • CVE
  • CVE-2021-29588
  • cvss:LOW

Classification

Category confidence: 85%
Severity confidence: 90%

Rationale: CVE in TensorFlow ML framework causing potential denial of service via division by zero in TFLite operator.

Classifier: Qwen/Qwen3.5-35B-A3B-FP8

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