Results 101 to 110 of about 1,338 (191)

Optimizing Data Survivability in Unattended Wireless Sensor Networks: A Machine Learning Approach to Cluster Head Selection and Hybrid Homomorphic Encryption

The research relies on machine learning-based Cluster Head (CH) selection and optimised Attribute-Based Encryption (ABE) with Homomorphic Encryption to improve data survivability in Unattended Wireless Sensor Networks (UWSNs).
Sivaraman, Haritha K; Raja Rajeswari College of Engineering, Bangalore, India, L, Rangaiah; Raja Rajeswari College of Engineering, Bangalore, India.   +1 more
core   +1 more source

BHE+ALBERT-Mixplus: A Distributed Symmetric Approximate Homomorphic Encryption Model for Secure Short-Text Sentiment Classification in Teaching Evaluations

This study addresses the sentiment classification of short texts in teaching evaluations. To mitigate concerns regarding data security in cloud-based sentiment analysis and to overcome the limited feature extraction capacity of traditional deep-learning ...
Siti Sarah Maidin, Jingren Zhang, Deshinta Arrova Dewi   +2 more
core   +1 more source

Analysis of the cryptographic strength of the partially homomorphic encryption algorithm based on elliptic curves

, 2017
В роботі проведено аналіз криптографічної стійкості частково гомоморфного відносно операції додавання алгоритму шифрування на основі еліптичних кривих. Показано складність вирішення задачі дискретного логарифмування на еліптичній кривій при використанні ...
Квєтний, Р. Н., Титарчук, Є. О.   +1 more
core  

PFHE: partially homomorphic encryption on CNN inference [PDF]

Fully Homomorphic Encryption (FHE) enables secure computation on encrypted data, but its high computational overhead poses significant challenges for practical deep learning inference.
Dai, Bill
core  

AI-Powered Quantum-Resistant Blockchain for Secure Financial Transactions: A Privacy-Preserving Approach

International Journal of Management and Data Analytics
The emergence of quantum computing presents a critical challenge to the security of blockchain-based financial transactions, central bank digital currencies (CBDCs), and decentralized finance (DeFi).
Milad Rahmati, Nima Rahmati
doaj  

LightPHE: Integrating Partially Homomorphic Encryption into Python with Extensive Cloud Environment Evaluations

Homomorphic encryption enables computations on encrypted data without accessing private keys, enhancing security in cloud environments. Without this technology, updates need to be performed on-premises or require transmitting private keys to the cloud ...
Serengil, Sefik Ilkin, Ozpinar, Alper
core  

Enhancement of cryptography algorithms for security of cloud-based IoT with machine learning models. [PDF]

Sci Rep
Qasem MA, Motiram BM, Thorat S, Al-Hejri AM, Alshamrani SS, Alshmrany KM.   +5 more
europepmc   +1 more source

A Hybrid Homomorphic Encryption approach for Federated Learning

A Aprendizagem Federada (FL) é uma abordagem de aprendizagem automática distribuída que permite o treino colaborativo de modelos sem necessidade de centralizar dados sensíveis, prometendo privacidade, embora se tenha demonstrado vulnerável a ataques de inferência de associação e de reconstrução de dados.
openaire   +1 more source

Privacy and security enhancement in smart cities using advanced cryptographic techniques. [PDF]

Sci Rep
More KD, Pramod D.
europepmc   +1 more source

Threshold-adaptive pruning with multi-key homomorphic encryption for communication-efficient secure federated learning. [PDF]

PLoS One
Guo J, Liu R, Xing J.
europepmc   +1 more source