A Pervasive, Efficient and Private Future: Realizing Privacy-Preserving Machine Learning Through Hybrid Homomorphic Encryption
Authors: Khoa Nguyen, Mindaugas Budzys, Eugene Frimpong, Tanveer Khan, Antonis Michalas | Published: 2024-09-10
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Privacy-Preserving Data Linkage Across Private and Public Datasets for Collaborative Agriculture Research
Authors: Osama Zafar, Rosemarie Santa Gonzalez, Gabriel Wilkins, Alfonso Morales, Erman Ayday | Published: 2024-09-09
Exploring User Privacy Awareness on GitHub: An Empirical Study
Authors: Costanza Alfieri, Juri Di Rocco, Paola Inverardi, Phuong T. Nguyen | Published: 2024-09-06 | Updated: 2024-09-10
Unveiling the Digital Fingerprints: Analysis of Internet attacks based on website fingerprints
Authors: Blerim Rexha, Arbena Musa, Kamer Vishi, Edlira Martiri | Published: 2024-09-01
Privacy Technologies for Financial Intelligence
Authors: Yang Li, Thilina Ranbaduge, Kee Siong Ng | Published: 2024-08-19
Casper: Prompt Sanitization for Protecting User Privacy in Web-Based Large Language Models
Authors: Chun Jie Chong, Chenxi Hou, Zhihao Yao, Seyed Mohammadjavad Seyed Talebi | Published: 2024-08-13
Privacy in Federated Learning
Authors: Jaydip Sen, Hetvi Waghela, Sneha Rakshit | Published: 2024-08-12
A Survey on the Applications of Zero-Knowledge Proofs
Authors: Ryan Lavin, Xuekai Liu, Hardhik Mohanty, Logan Norman, Giovanni Zaarour, Bhaskar Krishnamachari | Published: 2024-08-01
Theoretical Analysis of Privacy Leakage in Trustworthy Federated Learning: A Perspective from Linear Algebra and Optimization Theory
Authors: Xiaojin Zhang, Wei Chen | Published: 2024-07-23
Attack-Aware Noise Calibration for Differential Privacy
Authors: Bogdan Kulynych, Juan Felipe Gomez, Georgios Kaissis, Flavio du Pin Calmon, Carmela Troncoso | Published: 2024-07-02 | Updated: 2024-11-07