Results 101 to 110 of about 2,104 (177)

Privacy-preserving computation in the post-quantum era. [PDF]

Natl Sci Rev, 2021
Yu Y, Xie X.
europepmc   +1 more source

Privacy-Oriented Technique for COVID-19 Contact Tracing (PROTECT) Using Homomorphic Encryption: Design and Development Study. [PDF]

J Med Internet Res, 2021
An Y, Lee S, Jung S, Park H, Song Y, Ko T.   +5 more
europepmc   +1 more source

A systematic review of homomorphic encryption and its contributions in healthcare industry. [PDF]

Complex Intell Systems, 2022
Munjal K, Bhatia R.
europepmc   +1 more source

TFHE-based floating-point neural network training

LAUREA MAGISTRALENegli ultimi anni, l'utilizzo di modelli di Machine Learning (ML) si è espanso sia nella comunità di ricerca, ma anche nella nostra vita quotidiana. Nonostante i loro vantaggi, preoccupazioni riguardo la privacy crescono sempre di più,
Nicoletti, Emanuele
core  

Differential Fault Attacks on TFHE-friendly cipher $\textsf{FRAST}$

Differential Fault Attacks (DFAs) have recently emerged as a significant threat against stream ciphers specifically designed for Hybrid Homomorphic Encryption (HHE).
Deng Tang, Weizhe Wang
core   +1 more source

Towards Secure Big Data Analysis via Fully Homomorphic Encryption Algorithms. [PDF]

Entropy (Basel), 2022
Hamza R, Hassan A, Ali A, Bashir MB, Alqhtani SM, Tawfeeg TM, Yousif A.   +6 more
europepmc   +1 more source

bioETH-PRS: confidential polygenic risk scoring with smart contracts on an FHE-enabled blockchain. [PDF]

Brief Bioinform
Antonios Provatas K, Galanopoulos C, Georgakopoulos-Soares I.   +2 more
europepmc   +1 more source

Training TFHE-Based Neural Networks with Approximated Floating-Point Arithmetic

Training neural networks under Torus Fully Homomorphic Encryption (TFHE) is severely constrained by the native restriction of the scheme to boolean and integer arithmetic, forcing prior work to rely on quantized integer pipelines limited to shallow MLPs.
Emanuele Nicoletti, Manuel Roveri, Alessandro Falcetta, Luca Colombo, Fabrizio Pittorino   +4 more
core   +1 more source

ToMAS: Torus-based secure multi-factor biometric authentication system. [PDF]

Comput Struct Biotechnol J
Hong MY, Lee KH, Jung JH, Yoon JW.
europepmc   +1 more source

Efficient Non-Interactive Discrete ReLU over CKKS Using Interpolation Look-Up Table. [PDF]

Entropy (Basel)
Chen Z, Song X, Chen L.
europepmc   +1 more source