Privacy-preserving statistical and machine learning methods under fully homomorphic encryption

Privacy-preserving statistical and machine learning methods under fully homomorphic encryption

<p>Advances in technology have now made it possible to monitor heart rate, body temperature and sleep patterns; continuously track movement; record brain activity; and sequence DNA in the jungle --- all using devices that fit in the palm of a hand. These and other recent developments have spar...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолч:	Esperança, P
Бусад зохиолчид:	Holmes, C
Формат:	Дипломын ажил
Хэл сонгох:	English
Хэвлэсэн:	2016

Ижил төстэй зүйлс

Recent advances of privacy-preserving machine learning based on (Fully) Homomorphic Encryption
-н: Hong Cheng
Хэвлэсэн: (2025-01-01)

Privacy-Preserving Machine Learning With Fully Homomorphic Encryption for Deep Neural Network
-н: Joon-Woo Lee, зэрэг
Хэвлэсэн: (2022-01-01)

Privacy-Preserving Feature Selection with Fully Homomorphic Encryption
-н: Shinji Ono, зэрэг
Хэвлэсэн: (2022-06-01)

A Survey of Deep Learning Architectures for Privacy-Preserving Machine Learning With Fully Homomorphic Encryption
-н: Robert Podschwadt, зэрэг
Хэвлэсэн: (2022-01-01)

Privacy Preserving Machine Learning with Homomorphic Encryption and Federated Learning
-н: Haokun Fang, зэрэг
Хэвлэсэн: (2021-04-01)

Privacy-Preserving Collective Learning With Homomorphic Encryption
-н: Jestine Paul, зэрэг
Хэвлэсэн: (2021-01-01)

Privacy-preserving semi-parallel logistic regression training with fully homomorphic encryption
-н: Sergiu Carpov, зэрэг
Хэвлэсэн: (2020-07-01)

Privacy-Preserving Federated Learning Using Homomorphic Encryption
-н: Jaehyoung Park, зэрэг
Хэвлэсэн: (2022-01-01)

Privacy Preserving Classification of EEG Data Using Machine Learning and Homomorphic Encryption
-н: Andreea Bianca Popescu, зэрэг
Хэвлэсэн: (2021-08-01)

Privacy-preserving association rule mining via multi-key fully homomorphic encryption
-н: Peiheng Jia, зэрэг
Хэвлэсэн: (2023-02-01)

Accelerating homomorphic encryption for privacy-preserving applications
-н: Ho, Truong Phu Truan
Хэвлэсэн: (2020)

A Review of Homomorphic Encryption for Privacy-Preserving Biometrics
-н: Wencheng Yang, зэрэг
Хэвлэсэн: (2023-03-01)

Privacy-preserving cancer type prediction with homomorphic encryption
-н: Esha Sarkar, зэрэг
Хэвлэсэн: (2023-01-01)

Privacy-Preserved Approximate Classification Based on Homomorphic Encryption
-н: Xiaodong Xiao, зэрэг
Хэвлэсэн: (2019-10-01)

Homomorphic Encryption Based Privacy-Preservation for IoMT
-н: Mikail Mohammed Salim, зэрэг
Хэвлэсэн: (2021-09-01)

A privacy-preserving parallel and homomorphic encryption scheme
-н: Min Zhaoe, зэрэг
Хэвлэсэн: (2017-04-01)

An Efficient and Privacy-Preserving Federated Learning Approach Based on Homomorphic Encryption
-н: Francesco Castro, зэрэг
Хэвлэсэн: (2025-01-01)

Homomorphic Encryption-Based Federated Privacy Preservation for Deep Active Learning
-н: Hendra Kurniawan, зэрэг
Хэвлэсэн: (2022-10-01)

Ensemble Method for Privacy-Preserving Logistic Regression Based on Homomorphic Encryption
-н: Jung Hee Cheon, зэрэг
Хэвлэсэн: (2018-01-01)

BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models
-н: Febrianti Wibawa, зэрэг
Хэвлэсэн: (2022-07-01)

Privacy-preserving approximate GWAS computation based on homomorphic encryption
-н: Duhyeong Kim, зэрэг
Хэвлэсэн: (2020-07-01)

Efficient homomorphically encrypted privacy-preserving automated biometric classification
-н: Stein, David Benjamin.
Хэвлэсэн: (2021)

Optimizing fully homomorphic encryption
-н: King, Kevin C
Хэвлэсэн: (2018)

A privacy-preserving federated learning scheme with homomorphic encryption and edge computing
-н: Bian Zhu, зэрэг
Хэвлэсэн: (2025-04-01)

Privacy-Preserving Reinforcement Learning Using Homomorphic Encryption in Cloud Computing Infrastructures
-н: Jaehyoung Park, зэрэг
Хэвлэсэн: (2020-01-01)

Privacy-preserving attribute-based access control using homomorphic encryption
-н: Malte Kerl, зэрэг
Хэвлэсэн: (2025-01-01)

Homomorphic encryption location privacy-preserving scheme based on Markov model
-н: Kai ZHOU, зэрэг
Хэвлэсэн: (2017-01-01)

Privacy-Preserving IoT Data Aggregation Based on Blockchain and Homomorphic Encryption
-н: Faiza Loukil, зэрэг
Хэвлэсэн: (2021-04-01)

A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks
-н: Farzad Nikfam, зэрэг
Хэвлэсэн: (2023-10-01)

Homomorphic encryption location privacy-preserving scheme based on Markov model
-н: Kai ZHOU,Jian-qiong HE, зэрэг
Хэвлэсэн: (2017-01-01)

HEFactory: A symbolic execution compiler for privacy-preserving Deep Learning with Homomorphic Encryption
-н: José Cabrero-Holgueras, зэрэг
Хэвлэсэн: (2023-05-01)

Exploring the future of privacy-preserving heart disease prediction: a fully homomorphic encryption-driven logistic regression approach
-н: Vankamamidi S. Naresh, зэрэг
Хэвлэсэн: (2025-02-01)

Multikey Fully Homomorphic Encryption and Applications
-н: López-Alt, Adriana, зэрэг
Хэвлэсэн: (2021)

Multikey Fully Homomorphic Encryption and Applications
-н: López-Alt, Adriana, зэрэг
Хэвлэсэн: (2021)

An overview of torus fully homomorphic encryption
-н: Maria Ferrara, зэрэг
Хэвлэсэн: (2023-12-01)

On Constructing a Fully Homomorphic Encryption
-н: A. V. Shokurov, зэрэг
Хэвлэсэн: (2018-10-01)

Fully Homomorphically Encrypted Deep Learning as a Service
-н: George Onoufriou, зэрэг
Хэвлэсэн: (2021-10-01)

Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption
-н: Froelicher, David, зэрэг
Хэвлэсэн: (2022)

Privacy Preservation of Data-Driven Models in Smart Grids Using Homomorphic Encryption
-н: Dabeeruddin Syed, зэрэг
Хэвлэсэн: (2020-07-01)

A Privacy-Preserving Framework Using Homomorphic Encryption for Smart Metering Systems
-н: Weiyan Xu, зэрэг
Хэвлэсэн: (2023-05-01)