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CVE-2021-41210: Heap OOB read in `tf.raw_ops.SparseCountSparseOutput`

November 10, 2021 (updated November 7, 2024)

The shape inference functions for SparseCountSparseOutput can trigger a read outside of bounds of heap allocated array:

import tensorflow as tf

@tf.function
def func():
return tf.raw_ops.SparseCountSparseOutput(
indices=[1],
values=[[1]],
dense_shape=[10],
weights=[],
binary_output= True)

func()

The function fails to check that the first input (i.e., indices) has rank 2:

auto rank = c->Dim(c->input(0), 1);

References

  • github.com/advisories/GHSA-m342-ff57-4jcc
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-619.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-817.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-402.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/701cfaca222a82afbeeb17496bd718baa65a67d2
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-m342-ff57-4jcc
  • nvd.nist.gov/vuln/detail/CVE-2021-41210

Code Behaviors & Features

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Affected versions

All versions before 2.4.4, all versions starting from 2.5.0 before 2.5.2, all versions starting from 2.6.0 before 2.6.1

Fixed versions

  • 2.6.1
  • 2.5.2
  • 2.4.4

Solution

Upgrade to versions 2.4.4, 2.5.2, 2.6.1 or above.

Impact 7.1 HIGH

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

Learn more about CVSS

Weakness

  • CWE-125: Out-of-bounds Read

Source file

pypi/tensorflow-gpu/CVE-2021-41210.yml

Spotted a mistake? Edit the file on GitLab.

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