A Study on Federated Learning Systems in Healthcare

A Study on Federated Learning Systems in Healthcare

Bibliographic Details
Main Author:	Smith, Arthur, M.D.
Language:	English
Published:	Youngstown State University / OhioLINK 2021
Subjects:	Computer Science Health Care Information Technology Medicine Federated Learning Differential Privacy Homomorphic Encryption
Online Access:	http://rave.ohiolink.edu/etdc/view?acc_num=ysu1629188090536169

Similar Items

Privacy-Preserving Unsupervised Domain Adaptation in Federated Setting
by: Lei Song, et al.
Published: (2020-01-01)

Analysis of Privacy-Enhancing Technologies in Open-Source Federated Learning Frameworks for Driver Activity Recognition
by: Filippov, E., et al.
Published: (2022)

Analysis of Privacy-Enhancing Technologies in Open-Source Federated Learning Frameworks for Driver Activity Recognition
by: Filippov, E., et al.
Published: (2022)

Privacy Preserving Machine Learning with Homomorphic Encryption and Federated Learning
by: Haokun Fang, et al.
Published: (2021-04-01)

Secure and Provenance Enhanced Internet of Health Things Framework: A Blockchain Managed Federated Learning Approach
by: Mohamed Abdur Rahman, et al.
Published: (2020-01-01)

Heterogeneous Defect Prediction Based on Federated Transfer Learning via Knowledge Distillation
by: Aili Wang, et al.
Published: (2021-01-01)

Privacy Preserving Classification of EEG Data Using Machine Learning and Homomorphic Encryption
by: Andreea Bianca Popescu, et al.
Published: (2021-08-01)

Privacy-Preserving Reinforcement Learning Using Homomorphic Encryption in Cloud Computing Infrastructures
by: Jaehyoung Park, et al.
Published: (2020-01-01)

SoK: Privacy-Preserving Computation Techniques for Deep Learning
by: Cabrero-Holgueras José, et al.
Published: (2021-10-01)

CPP-ELM: Cryptographically Privacy-Preserving Extreme Learning Machine for Cloud Systems
by: Ferhat Özgür Çatak, et al.
Published: (2018-01-01)

Decentralized Federated Autonomous Organizations for Prognostics and Health Management
by: Bagheri, Behrad
Published: (2020)

Private queries on encrypted genomic data
by: Gizem S. Çetin, et al.
Published: (2017-07-01)

Providing privacy on the tuple space model
by: Edson Floriano, et al.
Published: (2017-12-01)

Privacy-preserving Machine Learning as a Service
by: Hesamifard Ehsan, et al.
Published: (2018-06-01)

MSCryptoNet: Multi-Scheme Privacy-Preserving Deep Learning in Cloud Computing
by: Owusu-Agyemang Kwabena, et al.
Published: (2019-01-01)

An Oracle-Based On-Chain Privacy
by: Yu-Jen Chen, et al.
Published: (2020-08-01)

Privacy-preserving approximate GWAS computation based on homomorphic encryption
by: Duhyeong Kim, et al.
Published: (2020-07-01)

Secure Content-Based Image Retrieval in the Cloud With Key Confidentiality
by: Jung-Shian Li, et al.
Published: (2020-01-01)

seIMC: A GSW-Based Secure and Efficient Integer Matrix Computation Scheme With Implementation
by: Yanan Bai, et al.
Published: (2020-01-01)

An Application of Partial Homomorphic Encryption in Computer System with Limited Resources
by: Dejan Savić, et al.
Published: (2018-01-01)

PRESAGE: PRivacy-preserving gEnetic testing via SoftwAre Guard Extension
by: Feng Chen, et al.
Published: (2017-07-01)

Pavan: A privacy-preserving system for DB-as-a-Service
by: Somayeh Sobati Moghadam, et al.
Published: (2021-06-01)

Guaranteed distributed machine learning: Privacy-preserving empirical risk minimization
by: Kwabena Owusu-Agyemang, et al.
Published: (2021-06-01)

A privacy-preserving parallel and homomorphic encryption scheme
by: Min Zhaoe, et al.
Published: (2017-04-01)

Insuring against the perils in distributed learning: privacy-preserving empirical risk minimization
by: Kwabena Owusu-Agyemang, et al.
Published: (2021-04-01)

A Fine-Grained User-Divided Privacy-Preserving Access Control Protocol in Smart Watch
by: Liming Fang, et al.
Published: (2019-05-01)

Towards practical fully homomorphic encryption
by: Alperin-Sheriff, Jacob
Published: (2015)

A Secure Verifiable Ranked Choice Online Voting System Based on Homomorphic Encryption
by: Xuechao Yang, et al.
Published: (2018-01-01)

A cloud-based framework for verifiable privacy-preserving spectrum auction
by: Bie, R., et al.
Published: (2022)

Models and algorithms of privacy-preserving machine learning
by: Sergey V. Zapechnikov
Published: (2020-03-01)

A new fully Homomorphic Cryptosystem based on a Super-increasing Sequence
by: M. A. Mohammed, et al.
Published: (2020-07-01)

Study of a Privacy Preserving Logistic Regression Algorithm (PPLRA) for Data Privacy in the Context of Big Data
by: Chen, Q., et al.
Published: (2021)

Cloud security mechanisms
Published: (2014)

Privacy-Preserved Approximate Classification Based on Homomorphic Encryption
by: Xiaodong Xiao, et al.
Published: (2019-10-01)

Privacy-Preserving IoT Data Aggregation Based on Blockchain and Homomorphic Encryption
by: Faiza Loukil, et al.
Published: (2021-04-01)

Homomorphic Encryption Based Privacy-Preservation for IoMT
by: Mikail Mohammed Salim, et al.
Published: (2021-09-01)

Privacy-preserving logistic regression training
by: Charlotte Bonte, et al.
Published: (2018-10-01)

Face Detection for Privacy Protected Images
by: Qizheng Wang, et al.
Published: (2019-01-01)

Scalable Privacy-Preserving Distributed Learning
by: Froelicher David, et al.
Published: (2021-04-01)

Privacy-Preserving Data Aggregation against False Data Injection Attacks in Fog Computing
by: Yinghui Zhang, et al.
Published: (2018-08-01)

Cannot write session to /tmp/vufind_sessions/sess_cee4325gov9vrjced4s02egvcg