PyPi: Responsibly

CVE-2014-1829

Transitive

Safety vulnerability ID: 45270

This vulnerability was reviewed by experts

The information on this page was manually curated by our Cybersecurity Intelligence Team.

Created at Oct 15, 2014 Updated at Mar 22, 2023
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Advisory

Responsibly 0.0.3 pins its dependency 'requests' to versions >=2.20.0 to include security fixes.

Affected package

responsibly

Latest version: 0.1.3

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

Affected versions

Fixed versions

Vulnerability changelog

------------------

- Fairness in Classification

- Three demographic fairness criteria

- Independence
- Separation
- Sufficiency

- Equalized odds post-processing algorithmic interventions
- Complete two notebook demos (FICO and COMPAS)

- Word embedding bias

- Measuring bias with WEAT method

- Documentation improvements

- Fixing security issues with dependencies

Resources

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Severity Details

CVSS Base Score

MEDIUM 5.0

CVSS v2 Details

MEDIUM 5.0
Access Vector (AV)
NETWORK
Access Complexity (AC)
LOW
Authentication (Au)
NONE
Confidentiality Impact (C)
PARTIAL
Integrity Impact (I)
NONE
Availability Impact (A)
NONE