A Comprehensive Study on the Role of Machine Learning in 5G Security: Challenges, Technologies, and Solutions

HN Fakhouri, S Alawadi, FM Awaysheh, IB Hani… - Electronics, 2023 - mdpi.com
Fifth-generation (5G) mobile networks have already marked their presence globally,
revolutionizing entertainment, business, healthcare, and other domains. While this leap …

A paradigm shift in crisis management: The nexus of AGI‐driven intelligence fusion networks and blockchain trustworthiness

Y Yue, JZ Shyu - Journal of Contingencies and Crisis …, 2024 - Wiley Online Library
In an era characterized by vast data streams and complex socioeconomic dynamics, the
fusion and precise analysis of multi‐sourced intelligence has emerged as a pivotal …

EdgeFNF: Toward Real-time Fake News Detection on Mobile Edge Computing

S Alzubi, FM Awaysheh - … Conference on Fog and Mobile Edge …, 2022 - ieeexplore.ieee.org
Fake news (FN) spreads faster than ever due to social networks' ease of access, increasing
reach, and lower cost. Twitter and Facebook are the most used platforms, allowing users to …

Sparkflow: Towards high-performance data analytics for spark-based genome analysis

R Filgueira, FM Awaysheh, A Carter… - 2022 22nd IEEE …, 2022 - ieeexplore.ieee.org
The recent advances in DNA sequencing technology triggered next-generation sequencing
(NGS) research in full scale. Big Data (BD) is becoming the main driver in analyzing these …

Simulation of agricultural digital economy development and policy support system based on resource sensitivity index

Y Dai - Soft Computing, 2023 - Springer
The development of science and technology has also led to the progress of rural digital
economy. In China, the construction of new countryside has always been an important part …

MPCFL: Towards Multi-party Computation for Secure Federated Learning Aggregation

H Kaminaga, FM Awaysheh, S Alawadi… - Proceedings of the IEEE …, 2023 - dl.acm.org
In the rapidly evolving machine learning (ML) and distributed systems realm, the escalating
concern for data privacy naturally comes to the forefront of discussions. Federated learning …

Opera-gsam: Big data processing framework for umi sequencing at high scalability and efficiency

PV Caderno, FM Awaysheh… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
genome Sequence Alignment Map The rapidly increasing demand for next-generation
biotechnologies has enabled the development of DNA and RNA big data-oriented (BD) …

Exploring the integration of big data analytics in landscape visualization and interaction design

X Yang, R Sitharan, EA Sharji, H Feng - Soft Computing, 2024 - Springer
The exponential growth of urban data presents significant challenges in efficiently analyzing
and gaining actionable insights for urban planning and design. This paper proposes a big …

Towards a learning-enabled virtual sensor forensic architecture compliant with edge intelligence

VR Kebande, RA Ikuesan… - … on Intelligent Data …, 2021 - ieeexplore.ieee.org
While the Internet of Things (IoT), Wireless Sensor Networks (WSNs), and the techniques for
extracting digital data have seen continuous advancements, so does the cyber-threat …

An Adaptable and Agnostic Flow Scheduling Approach for Data Center Networks

SA Gutiérrez, JF Botero, JW Branch-Bedoya - Journal of Network and …, 2023 - Springer
Cloud applications have reshaped the model of services and infrastructure of the Internet.
Search engines, social networks, content delivery and retail and e-commerce sites belong to …