Hardware Architecture · Computer Science
Device-Level Optimization Techniques for Solid-State Drives: A Survey
Tianyu Ren, Yajuan Du, Jinhua Cui, Yina Lv +2
2026-02-12
Machine Learning · Computer Science
Evaluating Privacy Leakage in Split Learning
Xinchi Qiu, Ilias Leontiadis, Luca Melis, Alex Sablayrolles +1
2024-01-23
Cryptography and Security · Computer Science
Challenges of Privacy-Preserving Machine Learning in IoT
Mengyao Zheng, Dixing Xu, Linshan Jiang, Chaojie Gu +2
2019-09-24
Machine Learning · Computer Science
A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics
Seyed Ali Osia, Ali Shahin Shamsabadi, Sina Sajadmanesh, Ali Taheri +4
2020-06-08
Cryptography and Security · Computer Science
An Adaptive Differential Privacy Method Based on Federated Learning
Zhiqiang Wang, Xinyue Yu, Qianli Huang, Yongguang Gong
2024-08-20
Cryptography and Security · Computer Science
Differential Privacy for Secure Machine Learning in Healthcare IoT-Cloud Systems
N Mangala, Murtaza Rangwala, S Aishwarya, B Eswara Reddy +4
2026-05-01
Cryptography and Security · Computer Science
On Differential Privacy and Adaptive Data Analysis with Bounded Space
Itai Dinur, Uri Stemmer, David P. Woodruff, Samson Zhou
2023-02-14
Machine Learning · Computer Science
Privacy-Preserving Machine Learning for IoT: A Cross-Paradigm Survey and Future Roadmap
Zakia Zaman, Praveen Gauravaram, Mahbub Hassan, Sanjay Jha +1
2026-04-01
Machine Learning · Computer Science
Multi-Objective Optimization for Privacy-Utility Balance in Differentially Private Federated Learning
Kanishka Ranaweera, David Smith, Pubudu N. Pathirana, Ming Ding +2
2025-03-28
Machine Learning · Computer Science
P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices
Wei Fan, JinYi Yoon, Xiaochang Li, Huajie Shao +1
2025-08-06
Machine Learning · Computer Science
Adaptive Methods Are Preferable in High Privacy Settings: An SDE Perspective
Enea Monzio Compagnoni, Alessandro Stanghellini, Rustem Islamov, Aurelien Lucchi +1
2026-03-04
Data Structures and Algorithms · Computer Science
Scalable Private Partition Selection via Adaptive Weighting
Justin Y. Chen, Vincent Cohen-Addad, Alessandro Epasto, Morteza Zadimoghaddam
2025-08-12
Artificial Intelligence · Computer Science
An Adaptive Differentially Private Federated Learning Framework with Bi-level Optimization
Jin Wang, Hui Ma, Fei Xing, Ming Yan
2026-02-20
Computer Vision and Pattern Recognition · Computer Science
Privacy-Preserving Deep Inference for Rich User Data on The Cloud
Seyed Ali Osia, Ali Shahin Shamsabadi, Ali Taheri, Kleomenis Katevas +3
2017-10-13
Machine Learning · Computer Science
A Privacy-Preserving Cloud Architecture for Distributed Machine Learning at Scale
Vinoth Punniyamoorthy, Ashok Gadi Parthi, Mayilsamy Palanigounder, Ravi Kiran Kodali +2
2025-12-13