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BLOGS

Synthetic and federated: Privacy-preserving domain adaptation with LLMs for mobile applications

PUBLICATIONS

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

Omer Akgul • Sai Teja Peddinti • Nina Taft • Michelle Mazurek • Hamza Harkous • Animesh Srivastava • Benoit Seguin

PUBLICATIONS

Privacy-Preserving Instructions for Aligning Large Language Models

Da Yu • Peter Kairouz • Sewoong Oh • Zheng Xu • International Conference on Machine Learning (ICML) (2024)

BLOGS

EHR-Safe: Generating high-fidelity and privacy-preserving synthetic electronic health records

Posted by Jinsung Yoon and Sercan O. Arik, Research Scientists, Google Research, Cloud AI Team Analysis of Electronic Health Records (EHR) has a tr...

PUBLICATIONS

FP-Fed: Privacy-Preserving Federated Detection of Browser Fingerprinting

Meenatchi Sundaram Muthu Selva Annamalai • Igor Bilogrevic • Emiliano De Cristofaro • Network and Distributed System Security (NDSS) Symposium (2024)

PUBLICATIONS

Privacy-Preserving Information Markets for Computing Statistical Data

Aggelos Kiayias • Bülent Yener • Moti Yung • Financial Cryptography and Data Security, Springer-Verlag, Berlin, Heidelberg (2009), pp. 32-50

PUBLICATIONS

Anatomy of a Privacy-Safe Large-Scale Information Extraction System Over Email

Ying Sheng • Sandeep Tata • James B. Wendt • Jing Xie • Qi Zhao • Marc Najork • 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM (2018), pp. 734-743

PUBLICATIONS

Privacy-Preserving Data Mining

Rakesh Agrawal • Ramakrishnan Srikant • SIGMOD Conference (2000), pp. 439-450

PUBLICATIONS

A Privacy-Preserving Interdomain Audit Framework

Adam J. Lee • Parisa Tabriz • Nikita Borisov • WPES '06: Proceedings of the 5th ACM workshop on Privacy in electronic society, ACM, New York, NY, USA (2006)

PUBLICATIONS

Supporting Privacy-Conscious App Update Decisions with User Reviews

Yuan Tian • Bin Liu • Weisi Dai • Blase Ur • Patrick Tague • Lorrie Faith Cranor • Proceedings of the 5th Annual ACM CCS Workshop on Security and Privacy in Smartphones and Mobile Devices, ACM, New York, NY, USA (2015), pp. 51-61

PUBLICATIONS

Privacy-Preserving Secure Cardinality and Frequency Estimation

Benjamin Kreuter • Craig William Wright • Evgeny Sergeevich Skvortsov • Raimundo Mirisola • Yao Wang • Google, LLC (2020)

PUBLICATIONS

Migrating a Privacy-Safe Information Extraction System to a Software 2.0 Design

Ying Sheng • Nguyen Ha Vo • James B. Wendt • Sandeep Tata • Marc Najork • Proceedings of the 10th Annual Conference on Innovative Data Systems Research (2020)