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Installing the package or importing the module exfiltrates basic information about the host, and the package has no other purpose.
Category: PROBABLY_PENTEST - Packages looking like typical pentest packages, but also anything that looks like testing, exploring pre-prepared kits, research & co, with clearly low-harm possibilities.
Campaign: GENERIC-standard-pypi-install-pentest
Reasons (based on the campaign):
The package contains code to exfiltrate basic data from the system, like IP or username. It has a limited risk.
The package overrides the install command in setup.py to execute malicious code during installation.
The OpenSSF Package Analysis project identified 'fairness-bias' @ 99.0.0 (pypi) as malicious.
It is considered malicious because:
{
"malicious-packages-origins": [
{
"versions": [
"99.0.0"
],
"sha256": "335b61ea467900506b7c9ab231d39902730c0c23c3b48c9292fd137ddd5d107c",
"import_time": "2026-03-25T05:08:01.309908366Z",
"modified_time": "2026-03-25T05:05:53Z",
"source": "ossf-package-analysis"
},
{
"versions": [
"99.0.0"
],
"sha256": "c76439565a70fd014098388baf5dd9a679f90be992102ba689fc0b7d6d3db352",
"id": "pypi/GENERIC-standard-pypi-install-pentest/fairness-bias",
"import_time": "2026-03-25T05:52:35.049677585Z",
"modified_time": "2026-03-25T05:07:03.893401Z",
"source": "kam193"
}
]
}