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08/23/2022
Universality and diversity in word patterns
Words are fundamental linguistic units that connect thoughts and things ...
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08/16/2022
American cultural regions mapped through the lexical analysis of social media
Cultural areas represent a useful concept that cross-fertilizes diverse ...
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07/13/2022
Enhanced Security and Privacy via Fragmented Federated Learning
In federated learning (FL), a set of participants share updates computed...
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07/05/2022
Defending against the Label-flipping Attack in Federated Learning
Federated learning (FL) provides autonomy and privacy by design to parti...
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06/09/2022
A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning
We review the use of differential privacy (DP) for privacy protection in...
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01/25/2022
The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization
We present a novel benchmark and associated evaluation metrics for asses...
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08/04/2021
Secure and Privacy-Preserving Federated Learning via Co-Utility
The decentralized nature of federated learning, that often leverages the...
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05/06/2021
Capturing the diversity of multilingual societies
Cultural diversity encoded within languages of the world is at risk, as ...
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12/12/2020
Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions
Federated learning (FL) allows a server to learn a machine learning (ML)...
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11/04/2020
The Limits of Differential Privacy (and its Misuse in Data Release and Machine Learning)
Differential privacy (DP) is a neat privacy definition that can co-exist...
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08/03/2018
How to Avoid Reidentification with Proper Anonymization
De Montjoye et al. claimed that most individuals can be reidentified fro...
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07/03/2017
The Fall of the Empire: The Americanization of English
As global political preeminence gradually shifted from the United Kingdo...
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02/22/2017
Dialectometric analysis of language variation in Twitter
In the last few years, microblogging platforms such as Twitter have give...
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11/16/2015
Learning about Spanish dialects through Twitter
This paper maps the large-scale variation of the Spanish language by emp...
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07/26/2014