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08/15/2023
REFORMS: Reporting Standards for Machine Learning Based Science
Machine learning (ML) methods are proliferating in scientific research. ...
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07/22/2022
Security policy audits: why and how
Information security isn't just about software and hardware – it's at le...
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07/14/2022
Leakage and the Reproducibility Crisis in ML-based Science
The use of machine learning (ML) methods for prediction and forecasting ...
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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...
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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...
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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...
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08/06/2021
Mitigating dataset harms requires stewardship: Lessons from 1000 papers
Concerns about privacy, bias, and harmful applications have shone a ligh...
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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...
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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...
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07/12/2021
Resurrecting Address Clustering in Bitcoin
Blockchain analysis is essential for understanding how cryptocurrencies ...
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12/10/2020
Virtual Classrooms and Real Harms
Universities have been forced to rely on remote educational technology t...
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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...
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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...
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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...
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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...
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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...
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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...
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09/18/2018
Formal Barriers to Longest-Chain Proof-of-Stake Protocols
The security of most existing cryptocurrencies is based on a concept cal...
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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...
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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,...
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03/22/2018
An Empirical Study of Affiliate Marketing Disclosures on YouTube and Pinterest
While disclosures relating to various forms of Internet advertising are ...
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09/08/2017
BlockSci: Design and applications of a blockchain analysis platform
Analysis of blockchain data is useful for both scientific research and c...
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08/25/2016