Privacy-Preserving Analytics, Processing and Data Management (original) (raw)
Related papers
Application of homomorphic encryption in machine learning
Privacy-Preserving Homomorphic Encryption Schemes for Machine Learning in the Cloud
ESP Journal of Engineering & Technology Advancements, 2021
Practical Privacy-Preserving Data Science With Homomorphic Encryption: An Overview
2020 IEEE International Conference on Big Data (Big Data)
Privacy-Preserving Technologies for Trusted Data Spaces
Technologies and Applications for Big Data Value
On the Trade-Offs of Combining Multiple Secure Processing Primitives for Data Analytics
Distributed Applications and Interoperable Systems, 2020
Scalable Computing: Practice and Experience
Privacy-Preserving Machine Learning: Need, Methods, And Research Trends
INTERNATIONAL JOURNAL OF CURRENT SCIENCE, 2022
Secure and non-interactive k-NN classifier using symmetric fully homomorphic encryption
Efficient Secure Building Blocks With Application to Privacy Preserving Machine Learning Algorithms
IEEE Access, 2021
Privacy-preserving neural networks with Homomorphic encryption: Challenges and opportunities
Peer-to-Peer Networking and Applications
Secure Multi-Party Computation for Collaborative Data Analysis
E3S Web of Conferences
Future Internet
Computer Science & Information Technology (CS & IT) Computer Science Conference Proceedings (CSCP)
Towards Secure Big Data Analysis via Fully Homomorphic Encryption Algorithms
Entropy
Privacy-Preserving Big Data Analytics: From Theory to Practice
2019
Springer eBooks, 2022
Privacy-Preserving Machine Learning Techniques, Challenges And Research Directions
International Research Journal of Engineering and Technology, 2024
A Homomorphic Encryption Approach to Implementing Two- Party Privacy Preserving Data Mining
Secure Multi-Party Computation for Machine Learning: A Survey
IEEE access, 2024
Secure Federated Learning with a Homomorphic Encryption Model
International Journal Papier Advance and Scientific Review
Big data analytics over encrypted datasets with seabed
Operating Systems Design and Implementation, 2016
Privacy-Preserving Classification and Clustering Using Secure Multi-Party Computation
2000
Privacy-preserving Data clustering in Cloud Computing based on Fully Homomorphic Encryption
2017
Advanced Cryptographic Protocols Using Homomorphic Encryption
Journal of Engineering, Technology & Applied Science, 2024
Privacy-Preserving Machine Learning: Methods, Challenges and Directions
arXiv (Cornell University), 2021
IRJET- Secure Data Mining in Cloud using Homomorphic Encryption
IRJET, 2020
FLASH: Fast and Robust Framework for Privacy-preserving Machine Learning
Proceedings on Privacy Enhancing Technologies, 2020
Towards Using Homomorphic Encryption for Cryptographic Access Control in Outsourced Data Processing
2016
Secure Machine Learning over Relational Data
arXiv (Cornell University), 2021
Classification of Multiparty Outsourced Data with Privacy Preservation
2016
Confidential Machine Learning Computation in Untrusted Environments: A Systems Security Perspective
IEEE Access, 2021
Scotch: An Efficient Secure Computation Framework for Secure Aggregation
ArXiv, 2022
The Next Frontier of Security: Homomorphic Encryption in Action
International Journal for Research in Applied Science & Engineering Technology (IJRASET), 2024