EdgeAI-Powered Hybrid ESN-GRU Model for High-Accuracy and Efficient Short-Term Load Forecasting in Smart Grids

With the widespread use of renewable energy sources (RES) in the smart grid, the next generation power system, short-term load forecasting (STLF) is of critical importance in grid stability and energy optimization. Traditional STLF models include is...

Supervised methods of machine learning for email classification: a literature survey

Intoday’sdigital landscape,email isacknowledgedasacriticalconduitforglobaldataexchanges. Withasurgeindatavolume,malefactorsexploituseridentities,leadingtodatamisuse.Cybercriminalsemployelectronictransgressionssuchasphishingandspamtoorchestratesecuri...

An efficient semi-blind watermarking technique based on ACM and DWT for mitigating integrity attacks

Digital watermarking is an essential technology in multimedia and information processing, addressing the ever-mounting concerns related to data integrity and protecting intellectual property rights. In content authentication, copyright protection, a...

An OTP and watermarking based partial homomorphic approach to authenticated and integrated cloud computing

Cloud computing offers an ideal solution for reducing costs, time, and complexity in data management, but data security remains a critical concern. This study proposes a novel approach that combines partial homomorphic encryption (PHE) with digital ...

Hierarchical Multiparty Digital Signature for Distributed Systems: Application in Intelligent Vehicle Surveillance

The rapid expansion of distributed systems such as the Internet of Things (IoT) has increased the need for robust authentication and data integrity mechanisms to ensure public security in dynamic environments. This article presents a hierarchical mu...

Improved Resilience of Image Encryption Based on Hybrid TEA and RSA Techniques

Image encryption algorithm based on factorial decomposition

This study proposes a highly efficient image encryption algorithm by employing a rapid key generation approach and permutation structure. The image is converted to a matrix, and then an encryption algorithm based on factorial decomposition permutati...

A multi-layered security framework for medical imaging: integrating compressed digital watermarking and blockchain

In electronic healthcare, patient medical imaging data is critical for remote diagnostic procedures. The increasing demand to harness the potential of these medical images necessitates their secure sharing among various entities, including hospitals...

An iomt image crypto-system based on spatial watermarking and asymmetric encryption

In the growing field of the Internet of Medical Things (IoMT), securing the transmission of medical images over public networks is a critical challenge. Medical images, being highly sensitive and often containing personally identifiable information,...