PPEPV‐RDL: Achieving Privacy‐Preserving, Efficient, Publicly Verifiable Rational Delegation Learning
CAAI Transactions on Intelligence Technology, EarlyView.ABSTRACT Delegation learning is an implementation approach within privacy‐preserving machine learning (PPML). It refers to that the delegator outsources the training task to servers with strong computing power due to its own limited computing resources, and the servers return the correct training results and get the service revenue.
Xinyu Zhang +4 more
wiley +1 more source
Experimentally Validated Quantum-Secure Federated Learning over a Multi-user Quantum Network. [PDF]
Research (Wash D C)Liu ZP +8 more
europepmc +1 more source
A time‐stamp calibration method for smart meter data based on interpolated least squares
Energy Conversion and Economics, EarlyView.Abstract Temporal asynchrony in smart meter data, caused by clock drift and protocol failures, significantly undermines grid state estimation and fault location. Traditional synchronization methods often rely on costly hardware or real‐time protocols and are ineffective for historical data and legacy devices.
Xiaopeng Zhang +3 more
wiley +1 more source
SM2-PRE+: A Lightweight Pairing-Free Proxy Re-Encryption Scheme for Secure IoMT Healthcare Data Sharing. [PDF]
Sensors (Basel)Liu S, Zhu M, Wang XA, Fan Z, Zhou X.
europepmc +1 more source
From Pixel Modification to Generative Synthesis: A Survey of Deep Learning for Image Data Hiding. [PDF]
J ImagingJanok M, Forgáč R, Hluchý L.
europepmc +1 more source
A novel cryptographic framework and mathematical modeling for secure transmission of Parkinson's disease data using RSA and block-based secret sharing. [PDF]
Sci RepSambandham T +5 more
europepmc +1 more source
IET Smart Energy Systems, EarlyView.To effectively harness the flexibility of urban residential buildings, this study proposes using the feasible flexibility region (FFR) of residential smart buildings (RSB) as an alternative to directly scheduling a large number of diverse, dispersed, and heterogeneous flexibility resources.
Youjun Deng +3 more
wiley +1 more source
A Conceptual Reference Architecture for Robust, Leakage-Resilient and Verifiable Access Control in Secure IoT Outsourcing. [PDF]
Sensors (Basel)Elkhider SM.
europepmc +1 more source
Of Numbers and Frogs: Wending One's Way through the Mind Fields of Symbolic Interaction Identity
Symbolic Interaction, EarlyView.
Gary T. Marx
wiley +1 more source
Salt Cavern Hydrogen Storage for Renewable‐Dominated Smart Energy Systems
IET Smart Energy Systems, EarlyView.Salt cavern hydrogen storage enables large‐scale, long‐duration energy storage by integrating renewable electricity, electrolysis and hydrogen‐to‐power conversion. It provides multi‐timescale flexibility, supports clean firm capacity and enhances resilience in renewable‐dominated power systems.
Chuanbo Xu +4 more
wiley +1 more source