A Decade of Privacy-Relevant Android App Reviews: Large Scale Trends

no code implementations • 4 Mar 2024 • Omer Akgul, Sai Teja Peddinti, Nina Taft, Michelle L. Mazurek, Hamza Harkous, Animesh Srivastava, Benoit Seguin

We conduct a comparison across countries by examining the distribution of privacy topics a country's users write about, and find that geographic proximity is not a reliable indicator that nearby countries have similar privacy perspectives.

ML-CB: Machine Learning Canvas Block

1 code implementation • 12 Jul 2021 • Nathan Reitinger, Michelle L. Mazurek

With the aim of increasing online privacy, we present a novel, machine-learning based approach to blocking one of the three main ways website visitors are tracked online—canvas fingerprinting.

BIG-bench Machine Learning Blocking

Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics

2 code implementations • ICML 2020 • Debjani Saha, Candice Schumann, Duncan C. McElfresh, John P. Dickerson, Michelle L. Mazurek, Michael Carl Tschantz

Bias in machine learning has manifested injustice in several areas, such as medicine, hiring, and criminal justice.

BIG-bench Machine Learning Fairness