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  5. CVE-2017-16615

CVE-2017-16615: Unsafe deserialization in MLAlchemy

July 13, 2018 (updated September 24, 2024)

An exploitable vulnerability exists in the YAML parsing functionality in the parse_yaml_query method in parser.py in MLAlchemy before 0.2.2. When processing YAML-Based queries for data, a YAML parser can execute arbitrary Python commands resulting in command execution because load is used where safe_load should have been used. An attacker can insert Python into loaded YAML to trigger this vulnerability.

References

  • github.com/advisories/GHSA-xpm8-98mx-h4c5
  • github.com/pypa/advisory-database/tree/main/vulns/mlalchemy/PYSEC-2017-19.yaml
  • github.com/thanethomson/MLAlchemy
  • github.com/thanethomson/MLAlchemy/commit/bc795757febdcce430d89f9d08f75c32d6989d3c
  • github.com/thanethomson/MLAlchemy/issues/1
  • joel-malwarebenchmark.github.io/blog/2017/11/08/cve-2017-16615-critical-restful-web-applications-vulnerability
  • nvd.nist.gov/vuln/detail/CVE-2017-16615

Code Behaviors & Features

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Affected versions

All versions before 0.2.2

Fixed versions

  • 0.2.2

Solution

Upgrade to version 0.2.2 or above.

Impact 9.8 CRITICAL

CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

Learn more about CVSS

Source file

pypi/mlalchemy/CVE-2017-16615.yml

Spotted a mistake? Edit the file on GitLab.

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