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PUBLICATIONS

Synthesize Privacy-Preserving High-Resolution Images via Private Text Mediators

Haoxiang Wang • Zinan Lin • Da Yu • Huishuai Zhang

PUBLICATIONS

Synthesize Privacy-Preserving High-Resolution Images via Private Text Mediators

Haoxiang Wang • Zinan Lin • Da Yu • Huishuai Zhang

PUBLICATIONS

Privacy-preserved LLM Cascade via CoT-enhanced Policy Learning

Xiaozhong Liu • Alec Go • Kai Zhang • Congchao Wang • Liqian Peng

PUBLICATIONS

Synthesizing Privacy-Preserving Text Data via Finetuning without Finetuning Billion-Scale LLMs

Bowen Tan • Zheng Xu • Eric Xing • Zhiting Hu • Shanshan Wu • International Conference on Machine Learning (ICML) (2025)

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 L. Mazurek • Hamza Harkous • Animesh Srivastava • Benoit Seguin • 33rd USENIX Security Symposium (USENIX Security 24), USENIX Association (2024), pp. 5089-5106

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