research
∙
08/15/2023
REFORMS: Reporting Standards for Machine Learning Based Science
Machine learning (ML) methods are proliferating in scientific research. ...
share
research
∙
07/22/2022
Security policy audits: why and how
Information security isn't just about software and hardware – it's at le...
research
∙
07/14/2022
Leakage and the Reproducibility Crisis in ML-based Science
The use of machine learning (ML) methods for prediction and forecasting ...
research
∙
06/09/2022
How Algorithms Shape the Distribution of Political Advertising: Case Studies of Facebook, Google, and TikTok
Online platforms play an increasingly important role in shaping democrac...
research
∙
03/12/2022
The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning
Recent concerns that machine learning (ML) may be facing a reproducibili...
research
∙
10/19/2021
The Impact of User Location on Cookie Notices (Inside and Outside of the European Union)
The web is global, but privacy laws differ by country. Which set of priv...
research
∙
08/06/2021
Mitigating dataset harms requires stewardship: Lessons from 1000 papers
Concerns about privacy, bias, and harmful applications have shone a ligh...
research
∙
07/29/2021
Simulation as Experiment: An Empirical Critique of Simulation Research on Recommender Systems
Simulation can enable the study of recommender system (RS) evolution whi...
research
∙
07/19/2021
T-RECS: A Simulation Tool to Study the Societal Impact of Recommender Systems
Simulation has emerged as a popular method to study the long-term societ...
research
∙
07/12/2021
Resurrecting Address Clustering in Bitcoin
Blockchain analysis is essential for understanding how cryptocurrencies ...
research
∙
12/10/2020
Virtual Classrooms and Real Harms
Universities have been forced to rely on remote educational technology t...
research
∙
08/20/2020
Privacy Policies over Time: Curation and Analysis of a Million-Document Dataset
Automated analysis of privacy policies has proved a fruitful research di...
research
∙
04/16/2020
ViBE: A Tool for Measuring and Mitigating Bias in Image Datasets
Machine learning models are known to perpetuate the biases present in th...
research
∙
09/17/2019
A First Look at Commercial 5G Performance on Smartphones
We conduct to our knowledge a first measurement study of commercial 5G p...
research
∙
09/17/2019
A First Measurement Study of Commercial mmWave 5G Performance on Smartphones
We conduct to our knowledge a first measurement study of commercial mmWa...
research
∙
07/16/2019
Dark Patterns at Scale: Findings from a Crawl of 11K Shopping Websites
Dark patterns are user interface design choices that benefit an online s...
research
∙
12/03/2018
Keeping the Smart Home Private with Smart(er) IoT Traffic Shaping
The proliferation of smart home Internet of Things (IoT) devices present...
research
∙
09/18/2018
Formal Barriers to Longest-Chain Proof-of-Stake Protocols
The security of most existing cryptocurrencies is based on a concept cal...
research
∙
09/03/2018
Endorsements on Social Media: An Empirical Study of Affiliate Marketing Disclosures on YouTube and Pinterest
Users are often ill-equipped to identify online advertisements that masq...
research
∙
09/01/2018
Privacy, ethics, and data access: A case study of the Fragile Families Challenge
Stewards of social science data face a fundamental tension. On one hand,...
research
∙
03/22/2018
An Empirical Study of Affiliate Marketing Disclosures on YouTube and Pinterest
While disclosures relating to various forms of Internet advertising are ...
research
∙
09/08/2017
BlockSci: Design and applications of a blockchain analysis platform
Analysis of blockchain data is useful for both scientific research and c...
research
∙
08/25/2016
