Privacy-preserving approach for IoT networks using statistical learning with optimization algorithm on high-dimensional big data environment

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Янв. 27, 2025

Язык: Английский

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Privacy and security vulnerabilities in edge intelligence: An analysis and countermeasures

Computers & Electrical Engineering, Год журнала: 2025, Номер 123, С. 110146 - 110146

Опубликована: Фев. 11, 2025

Язык: Английский

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Enhancing E-Government Services through State-of-the-Art, Modular, and Reproducible Architecture over Large Language Models

Applied Sciences, Год журнала: 2024, Номер 14(18), С. 8259 - 8259

Опубликована: Сен. 13, 2024

Integrating Large Language Models (LLMs) into e-government applications has the potential to improve public service delivery through advanced data processing and automation. This paper explores critical aspects of a modular reproducible architecture based on Retrieval-Augmented Generation (RAG) for deploying LLM-based assistants within systems. By examining current practices challenges, we propose framework ensuring that Artificial Intelligence (AI) systems are reproducible, essential maintaining scalability, transparency, ethical standards. Our approach utilizing Haystack demonstrates complete multi-agent Generative AI (GAI) virtual assistant facilitates scalability reproducibility by allowing individual components be independently scaled. research focuses comprehensive review existing literature presents case study examples demonstrate how such an can enhance operations. provides valuable researchers, policymakers, practitioners interested in exploring integration computational linguistics LLMs services, although it could benefit from further empirical validation.

Язык: Английский

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Corrections to “Cloud Network Anomaly Detection Using Machine and Deep Learning Techniques—Recent Research Advancements”

IEEE Access, Год журнала: 2024, Номер 12, С. 111942 - 111942

Опубликована: Янв. 1, 2024

Язык: Английский

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OntoIDF: a smart knowledge-based framework for intrusion detection in autonomous cloud computing environment

International Journal of Information Technology, Год журнала: 2024, Номер unknown

Опубликована: Дек. 21, 2024

Язык: Английский

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