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CVE-2024-45857: Cleanlab Deserialization of Untrusted Data vulnerability

September 12, 2024

Deserialization of untrusted data can occur in versions 2.4.0 or newer of the Cleanlab project, enabling a maliciously crafted datalab.pkl file to run arbitrary code on an end user’s system when the data directory is loaded.

References

  • github.com/advisories/GHSA-8cm9-rrgc-4pcj
  • github.com/cleanlab/cleanlab
  • github.com/cleanlab/cleanlab/blob/v2.6.6/cleanlab/datalab/internal/serialize.py
  • hiddenlayer.com/sai-security-advisory/2024-09-cleanlab
  • nvd.nist.gov/vuln/detail/CVE-2024-45857

Code Behaviors & Features

Detect and mitigate CVE-2024-45857 with GitLab Dependency Scanning

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Affected versions

All versions starting from 2.4.0 up to 2.6.6

Solution

Unfortunately, there is no solution available yet.

Impact 7.8 HIGH

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

Learn more about CVSS

Weakness

  • CWE-502: Deserialization of Untrusted Data

Source file

pypi/cleanlab/CVE-2024-45857.yml

Spotted a mistake? Edit the file on GitLab.

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