Skip to content
LLMMedium

CVE-2021-37666: TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attac…

Occurred
Aug 12, 2021
Published
Aug 12, 2021
Source
NVD CVE

Summary

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause undefined behavior via binding a reference to null pointer in `tf.raw_ops.RaggedTensorToVariant`. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/ragged_tensor_to_variant_op.cc#L129) has an incomplete validation of the splits values, missing the case when the argument would be empty. We have patched the issue in GitHub commit be7a4de6adfbd303ce08be4332554dff70362612. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.

Tags

  • CVE
  • CVE-2021-37666
  • cvss:HIGH

Classification

Category confidence: 85%
Severity confidence: 90%

Rationale: CVE describes a software vulnerability in TensorFlow ML platform causing undefined behavior, not a direct AI safety incident.

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

Visit source