Ecosyste.ms: Advisories

Security Advisories: MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWh3cjctOGd4eC1majVw

Null pointer dereference in `RaggedTensorToTensor`

Impact

Sending invalid argument for row_partition_types of tf.raw_ops.RaggedTensorToTensor API results in a null pointer dereference and undefined behavior:

import tensorflow as tf

tf.raw_ops.RaggedTensorToTensor(
  shape=1,
  values=10,
  default_value=21,
  row_partition_tensors=tf.constant([0,0,0,0]),
  row_partition_types=[])

The implementation accesses the first element of a user supplied list of values without validating that the provided list is not empty.

Patches

We have patched the issue in GitHub commit 301ae88b331d37a2a16159b65b255f4f9eb39314.

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.

For more information

Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.

Attribution

This vulnerability has been reported by members of the Aivul Team from Qihoo 360.

Permalink: https://github.com/advisories/GHSA-hwr7-8gxx-fj5p
JSON: https://advisories.ecosyste.ms/api/v1/advisories/MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWh3cjctOGd4eC1majVw
Source: GitHub Advisory Database
Origin: Unspecified
Severity: High
Classification: General
Published: over 2 years ago
Updated: about 1 year ago

CVSS Score: 7.7
CVSS vector: CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:N/I:H/A:H

Identifiers: GHSA-hwr7-8gxx-fj5p, CVE-2021-37638
References:

• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hwr7-8gxx-fj5p
• https://nvd.nist.gov/vuln/detail/CVE-2021-37638
• https://github.com/tensorflow/tensorflow/commit/301ae88b331d37a2a16159b65b255f4f9eb39314
• https://github.com/advisories/GHSA-hwr7-8gxx-fj5p

Repository: https://github.com/tensorflow/tensorflow
Blast Radius: 37.5

Affected Packages