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CVE-2021-29606: Heap OOB read in TFLite

May 21, 2021 (updated November 13, 2024)

A specially crafted TFLite model could trigger an OOB read on heap in the TFLite implementation of Split_V:

const int input_size = SizeOfDimension(input, axis_value);

If axis_value is not a value between 0 and NumDimensions(input), then the SizeOfDimension function will access data outside the bounds of the tensor shape array:

inline int SizeOfDimension(const TfLiteTensor* t, int dim) {
return t->dims->data[dim];
}

References

  • github.com/advisories/GHSA-h4pc-gx2w-f2xv
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-534.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-732.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-243.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/blob/c59c37e7b2d563967da813fa50fe20b21f4da683/tensorflow/lite/kernels/split_v.cc
  • github.com/tensorflow/tensorflow/commit/ae2daeb45abfe2c6dda539cf8d0d6f653d3ef412
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-h4pc-gx2w-f2xv
  • nvd.nist.gov/vuln/detail/CVE-2021-29606

Code Behaviors & Features

Detect and mitigate CVE-2021-29606 with GitLab Dependency Scanning

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Affected versions

All versions before 2.1.4, all versions starting from 2.2.0 before 2.2.3, all versions starting from 2.3.0 before 2.3.3, all versions starting from 2.4.0 before 2.4.2

Fixed versions

  • 2.1.4
  • 2.2.3
  • 2.3.3
  • 2.4.2

Solution

Upgrade to versions 2.1.4, 2.2.3, 2.3.3, 2.4.2 or above.

Impact 7.8 HIGH

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

Learn more about CVSS

Weakness

  • CWE-125: Out-of-bounds Read

Source file

pypi/tensorflow/CVE-2021-29606.yml

Spotted a mistake? Edit the file on GitLab.

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