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  5. CVE-2021-29512

CVE-2021-29512: Heap buffer overflow in `RaggedBinCount`

May 21, 2021 (updated October 30, 2024)

If the splits argument of RaggedBincount does not specify a valid SparseTensor, then an attacker can trigger a heap buffer overflow:

import tensorflow as tf
tf.raw_ops.RaggedBincount(splits=[0], values=[1,1,1,1,1], size=5, weights=[1,2,3,4], binary_output=False)

References

  • github.com/advisories/GHSA-4278-2v5v-65r4
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-440.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-638.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-149.yaml
  • github.com/tensorflow/tensorflow/commit/eebb96c2830d48597d055d247c0e9aebaea94cd5
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-4278-2v5v-65r4
  • nvd.nist.gov/vuln/detail/CVE-2021-29512

Code Behaviors & Features

Detect and mitigate CVE-2021-29512 with GitLab Dependency Scanning

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Affected versions

All versions starting from 2.3.0 before 2.3.3, all versions starting from 2.4.0 before 2.4.2

Fixed versions

  • 2.3.3
  • 2.4.2

Solution

Upgrade to versions 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-120: Buffer Copy without Checking Size of Input ('Classic Buffer Overflow')
  • CWE-787: Out-of-bounds Write

Source file

pypi/tensorflow-gpu/CVE-2021-29512.yml

Spotted a mistake? Edit the file on GitLab.

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