SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data Stores
Authors: Vidminas Vizgirda, Rui Zhao, Naman Goel | Published: 2024-03-15
Data Management System
From Principle to Practice: Vertical Data Minimization for Machine Learning
Authors: Robin Staab, Nikola Jovanović, Mislav Balunović, Martin Vechev | Published: 2023-11-17 | Updated: 2023-11-22
Improved Flow Recovery from Packet Data
Authors: Anthony Kenyon, David Elizondo, Lipika Deka | Published: 2023-10-15
Data-Driven Intelligence can Revolutionize Today’s Cybersecurity World: A Position Paper
Authors: Iqbal H. Sarker, Helge Janicke, Leandros Maglaras, Seyit Camtepe | Published: 2023-08-09
Confidential Computing across Edge-to-Cloud for Machine Learning: A Survey Study
Authors: SM Zobaed, Mohsen Amini Salehi | Published: 2023-07-31
To remove or not remove Mobile Apps? A data-driven predictive model approach
Authors: Fadi Mohsen, Dimka Karastoyanova, George Azzopardi | Published: 2022-06-08
Rate Distortion Tradeoff in Private Read Update Write in Federated Submodel Learning
Authors: Sajani Vithana, Sennur Ulukus | Published: 2022-06-07
Privacy for Free: How does Dataset Condensation Help Privacy?
Authors: Tian Dong, Bo Zhao, Lingjuan Lyu | Published: 2022-06-01
To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints?
Authors: Yu-Zhen Janice Chen, Daniel S. Menasche, Don Towsley | Published: 2022-05-31
Private Federated Submodel Learning with Sparsification
Authors: Sajani Vithana, Sennur Ulukus | Published: 2022-05-31