Search Results for author: Yuriy Brun

Found 5 papers, 3 papers with code

Blindspots in Python and Java APIs Result in Vulnerable Code

no code implementations10 Mar 2021 Yuriy Brun, Tian Lin, Jessie Elise Somerville, Elisha Myers, Natalie C. Ebner

We find that using APIs with blindspots statistically significantly reduces the developers' ability to correctly reason about the APIs in both languages, but that the effect is more pronounced for Python.

Software Engineering Cryptography and Security

Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models

1 code implementation17 Dec 2020 Brittany Johnson, Jesse Bartola, Rico Angell, Katherine Keith, Sam Witty, Stephen J. Giguere, Yuriy Brun

To address bias in machine learning, data scientists need tools that help them understand the trade-offs between model quality and fairness in their specific data domains.

Fairness

Fairness Testing: Testing Software for Discrimination

no code implementations11 Sep 2017 Sainyam Galhotra, Yuriy Brun, Alexandra Meliou

This paper defines software fairness and discrimination and develops a testing-based method for measuring if and how much software discriminates, focusing on causality in discriminatory behavior.

Fairness

Effectiveness of Anonymization in Double-Blind Review

1 code implementation5 Sep 2017 Claire Le Goues, Yuriy Brun, Sven Apel, Emery Berger, Sarfraz Khurshid, Yannis Smaragdakis

Double-blind review relies on the authors' ability and willingness to effectively anonymize their submissions.

Digital Libraries General Literature Software Engineering

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