Keyword:differential privacy

Publications
Privacy-Preserving Data Generation Using Randomized Mixing Techniques Elvard John, Maria Kin, Li Wang, Samul Tick, Reza Murad and Mehmmet Amin EasyChair Preprint 15524
A Novel Algorithmic Approach for Privacy-Preserving Data Synthesis via Randomized Mixing Michael Lornwood, Li Wei and Emily Wilson EasyChair Preprint 15513
Privacy-Enhanced Dataset Synthesis Using Randomized Mixing: a Novel Algorithmic Framework Wang Jiaying Jiaying, Li Wei, Mehrdad Kazemi, Emily Wilson and Mehmmet Amin EasyChair Preprint 15489
Addressing Data Privacy and Security Challenges in Telemedicine Applications Utilizing Convolutional Neural Networks Dylan Stilinki EasyChair Preprint 14658
Effectiveness of Privacy-Preserving Algorithms for Large Language Models: a Benchmark Analysis Jinglin Sun, Basem Suleiman and Imdad Ullah EasyChair Preprint 14540
Privacy Models for Data Anonymization: a Comprehensive Comparative Analysis Rizwana Rathmann EasyChair Preprint 14129
Secure and Privacy-Preserving Machine Learning for Federated Learning in Wireless Networks Dylan Stilinki and Hubert Klaus EasyChair Preprint 14087
Exploring the Application of Differential Privacy Techniques to Protect Sensitive Data in Industrial IoT Environments Ayuns Luz and Harold Jonathan EasyChair Preprint 13280
DPLE: a Privacy-Enhanced and Straggler-Resilient Distributed Learning Framework for Smart Cloud Yilei Xue, Jianhua Li and Jun Wu EasyChair Preprint 12740
AI-Based Anonymization Techniques for Healthcare Data Abdul Jawwad EasyChair Preprint 12694
Protecting Machine Learning Insights: Ensuring Data Privacy with Advanced Privacy-Preserving Techniques Basit Abbas EasyChair Preprint 12438
Securing Insights: Safeguarding Sensitive Data in Machine Learning Through Privacy-Preserving Techniques Haney Zaki EasyChair Preprint 12042
Federated Learning Methods for Analytics of Big and Sensitive Distributed Data and Survey Michal Staňo, Ladislav Hluchý, Martin Bobák, Peter Krammer and Viet Tran EasyChair Preprint 9819
State-of-the-Art and Development of Privacy-Enhancing Technologies Yulliwas Ameur and Samia Bouzefrane EasyChair Preprint 9814
Data Anonymization in Social Networks Ouafae Baida, Mariam Ramdi, Oumaima Louzar and Abdelouahid Lyhyaoui EasyChair Preprint 2310
Privacy preserving in online social networks using recommendation system R Indumathy EasyChair Preprint 2018
Density Peak Clustering Algorithm Based on Differential Privacy Preserving Yun Chen, Yunlan Du and Xiaomei Cao EasyChair Preprint 1566