Secure Cloud-based EHR Analytics using a Hybrid Homomorphic Encryption and Differential Privacy Pipeline

Preserving Data Privacy in Cloud Computing Environment using Elliptic Curve Cryptography (ECC)

The proliferation of cloud computing technologies has fundamentally transformed the way organizations manage and store sensitive data. However, this transition presents significant challenges related to data privacy and security, necessitating the adoption of advanced cryptographic solutions. This paper explored the ef...

Regression on encrypted datasets using fully homomorphic encryption 1

The results of the experiments show that the hardware-accelerated implementation of the FHE primitives speeds up the encrypted gradient descent algorithm significantly.

Privacy-Preserving Data Processing Framework using Homomorphic Encryption in Cloud Systems

Privacy Preserving and Verifiable Data Access Using Differential Privacy, Authenticated Encryption, and Cryptographic Integrity Verification

An implementation oriented framework, using AES 256 GCM authenticated encryption, a SHA 256 Merkle tree with RSA PSS root signing for dataset level integrity, role based access control, a custom Laplace differential privacy mechanism, and a persistent PostgreSQL backed privacy accountant to protect stored records from...

uitPriPreFL: privacy-preserving federated learning system using homomorphic encryption and blockchain

Secure 6G IoT-Data Sharing Applications with Personalized Stackelberg Model and Deep Federated Learning on Blockchain

This approach aims to develop a lightweight authentication technique that ensures secure data sharing, prevents adversarial attacks, mitigates free-rider attacks, and optimizes privacy budgets while reducing computational overhead.