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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Esperança, P
Άλλοι συγγραφείς:	Holmes, C
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	2016

Παρόμοια τεκμήρια

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

Privacy-Preserving Machine Learning With Fully Homomorphic Encryption for Deep Neural Network
ανά: Joon-Woo Lee, κ.ά.
Έκδοση: (2022-01-01)

Privacy-Preserving Feature Selection with Fully Homomorphic Encryption
ανά: Shinji Ono, κ.ά.
Έκδοση: (2022-06-01)

A Survey of Deep Learning Architectures for Privacy-Preserving Machine Learning With Fully Homomorphic Encryption
ανά: Robert Podschwadt, κ.ά.
Έκδοση: (2022-01-01)

Privacy Preserving Machine Learning with Homomorphic Encryption and Federated Learning
ανά: Haokun Fang, κ.ά.
Έκδοση: (2021-04-01)

Privacy-Preserving Collective Learning With Homomorphic Encryption
ανά: Jestine Paul, κ.ά.
Έκδοση: (2021-01-01)

Privacy-preserving semi-parallel logistic regression training with fully homomorphic encryption
ανά: Sergiu Carpov, κ.ά.
Έκδοση: (2020-07-01)

Privacy-Preserving Federated Learning Using Homomorphic Encryption
ανά: Jaehyoung Park, κ.ά.
Έκδοση: (2022-01-01)

Privacy Preserving Classification of EEG Data Using Machine Learning and Homomorphic Encryption
ανά: Andreea Bianca Popescu, κ.ά.
Έκδοση: (2021-08-01)

Privacy-preserving association rule mining via multi-key fully homomorphic encryption
ανά: Peiheng Jia, κ.ά.
Έκδοση: (2023-02-01)

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

A Review of Homomorphic Encryption for Privacy-Preserving Biometrics
ανά: Wencheng Yang, κ.ά.
Έκδοση: (2023-03-01)

Privacy-preserving cancer type prediction with homomorphic encryption
ανά: Esha Sarkar, κ.ά.
Έκδοση: (2023-01-01)

Privacy-Preserved Approximate Classification Based on Homomorphic Encryption
ανά: Xiaodong Xiao, κ.ά.
Έκδοση: (2019-10-01)

Homomorphic Encryption Based Privacy-Preservation for IoMT
ανά: Mikail Mohammed Salim, κ.ά.
Έκδοση: (2021-09-01)

A privacy-preserving parallel and homomorphic encryption scheme
ανά: Min Zhaoe, κ.ά.
Έκδοση: (2017-04-01)

An Efficient and Privacy-Preserving Federated Learning Approach Based on Homomorphic Encryption
ανά: Francesco Castro, κ.ά.
Έκδοση: (2025-01-01)

Homomorphic Encryption-Based Federated Privacy Preservation for Deep Active Learning
ανά: Hendra Kurniawan, κ.ά.
Έκδοση: (2022-10-01)

Ensemble Method for Privacy-Preserving Logistic Regression Based on Homomorphic Encryption
ανά: Jung Hee Cheon, κ.ά.
Έκδοση: (2018-01-01)

BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models
ανά: Febrianti Wibawa, κ.ά.
Έκδοση: (2022-07-01)

Privacy-preserving approximate GWAS computation based on homomorphic encryption
ανά: Duhyeong Kim, κ.ά.
Έκδοση: (2020-07-01)

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

Optimizing fully homomorphic encryption
ανά: King, Kevin C
Έκδοση: (2018)

A privacy-preserving federated learning scheme with homomorphic encryption and edge computing
ανά: Bian Zhu, κ.ά.
Έκδοση: (2025-04-01)

Privacy-Preserving Reinforcement Learning Using Homomorphic Encryption in Cloud Computing Infrastructures
ανά: Jaehyoung Park, κ.ά.
Έκδοση: (2020-01-01)

Privacy-preserving attribute-based access control using homomorphic encryption
ανά: Malte Kerl, κ.ά.
Έκδοση: (2025-01-01)

Homomorphic encryption location privacy-preserving scheme based on Markov model
ανά: Kai ZHOU, κ.ά.
Έκδοση: (2017-01-01)

Privacy-Preserving IoT Data Aggregation Based on Blockchain and Homomorphic Encryption
ανά: Faiza Loukil, κ.ά.
Έκδοση: (2021-04-01)

A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks
ανά: Farzad Nikfam, κ.ά.
Έκδοση: (2023-10-01)

Homomorphic encryption location privacy-preserving scheme based on Markov model
ανά: Kai ZHOU,Jian-qiong HE, κ.ά.
Έκδοση: (2017-01-01)

HEFactory: A symbolic execution compiler for privacy-preserving Deep Learning with Homomorphic Encryption
ανά: José Cabrero-Holgueras, κ.ά.
Έκδοση: (2023-05-01)

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

Multikey Fully Homomorphic Encryption and Applications
ανά: López-Alt, Adriana, κ.ά.
Έκδοση: (2021)

Multikey Fully Homomorphic Encryption and Applications
ανά: López-Alt, Adriana, κ.ά.
Έκδοση: (2021)

An overview of torus fully homomorphic encryption
ανά: Maria Ferrara, κ.ά.
Έκδοση: (2023-12-01)

On Constructing a Fully Homomorphic Encryption
ανά: A. V. Shokurov, κ.ά.
Έκδοση: (2018-10-01)

Fully Homomorphically Encrypted Deep Learning as a Service
ανά: George Onoufriou, κ.ά.
Έκδοση: (2021-10-01)

Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption
ανά: Froelicher, David, κ.ά.
Έκδοση: (2022)

Privacy Preservation of Data-Driven Models in Smart Grids Using Homomorphic Encryption
ανά: Dabeeruddin Syed, κ.ά.
Έκδοση: (2020-07-01)

A Privacy-Preserving Framework Using Homomorphic Encryption for Smart Metering Systems
ανά: Weiyan Xu, κ.ά.
Έκδοση: (2023-05-01)