Browsing by Author "n 98031117 "
Now showing items 61-80 of 292
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CorrAUC: A Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine-Learning Techniques
Shafiq, Muhammad; Tian, Zhihong; Bashir, Ali Kashif; Du, Xiaojiang; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Identification of anomaly and malicious traffic in the Internet-of-Things (IoT) network is essential for the IoT security to keep eyes and block unwanted traffic flows in the IoT network. For this purpose, numerous ... -
COVID-19 Optimizer Algorithm, Modeling and Controlling of Coronavirus Distribution Process
Hosseini, Eghbal; Ghafoor, Kayhan Zrar; Sadiq, Ali Safaa; Guizani, Mohsen; Emrouznejad, Ali ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)The emergence of novel COVID-19 is causing an overload on public health sector and a high fatality rate. The key priority is to contain the epidemic and reduce the infection rate. It is imperative to stress on ensuring ... -
DAGIoV: A Framework for Vehicle to Vehicle Communication Using Directed Acyclic Graph and Game Theory
Hassija, Vikas; Chamola, Vinay; Han, Guangjie; Rodrigues, Joel J.P.C.; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)Data sharing and content offloading among vehicles is an imperative part of the Internet of Vehicles (IoV). A peer-to-peer connection among vehicles in a distributed manner is a highly promising solution for fast communication ... -
DCNN-GA: A Deep Neural Net Architecture for Navigation of UAV in Indoor Environment
Chhikara, Prateek; Tekchandani, Rajkumar; Kumar, Neeraj; Chamola, Vinay; Guizani, Mohsen (2021 , Article)The applications of unmanned aerial vehicles (UAVs) in military, intelligent transportation, agriculture, rescue operations, natural environment mapping, and many other allied domains has increased exponentially during the ... -
Deep CNN-Based real-time traffic light detector for self-driving vehicles
Ouyang, Zhenchao; Niu, Jianwei; Liu, Yu; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)Due to the unavailability of Vehicle-to-Infrastructure (V2I) communication in current transportation systems, Traffic Light Detection (TLD) is still considered an important module in autonomous vehicles and Driver Assistance ... -
Deep Federated Learning for IoT-based Decentralized Healthcare Systems
Elayan, Haya; Aloqaily, Moayad; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)Recent trends in the healthcare industry, such as the use of wearable IoT for continuous health monitoring, are setting new requirements for healthcare systems that boost data analysis. These systems should support ... -
A deep learning based static taint analysis approach for IoT software vulnerability location
Niu, Weina; Zhang, Xiaosong; Du, Xiaojiang; Zhao, Lingyuan; Cao, Rong; Guizani, Mohsen... more authors ... less authors ( Elsevier B.V. , 2020 , Article)Computer system vulnerabilities, computer viruses, and cyber attacks are rooted in software vulnerabilities. Reducing software defects, improving software reliability and security are urgent problems in the development of ... -
A deep learning-based approach for fault diagnosis of current-carrying ring in catenary system
Chen, Yuwen; Song, Bin; Zeng, Yuan; Du, Xiaojiang; Guizani, Mohsen ( Springer Science and Business Media Deutschland GmbH , 2021 , Article)In the Industrial Internet of Things, the deep learning-based methods are used to help solve various problems. The current-carrying ring as one of important components on the catenary system which is always small in the ... -
Deep Reinforcement Learning for Network Selection over Heterogeneous Health Systems
Chkirbene, Zina; Abdellatif, Alaa Awad; Mohamed, Amr; Erbad, Aiman; Guizani, Mohsen ( IEEE Computer Society , 2022 , Article)Smart health systems improve our quality oflife by integrating diverse information and technologies into health and medical practices. Such technologies can significantly improve the existing health services. However, ... -
Deep Reinforcement Learning for Real-Time Trajectory Planning in UAV Networks
Li, Kai; Ni, Wei; Tovar, Eduardo; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Proceedings)In Unmanned Aerial Vehicle (UAV)-enabled wireless powered sensor networks, a UAV can be employed to charge the ground sensors remotely via Wireless Power Transfer (WPT) and collect the sensory data. This paper focuses on ... -
DeepAutoD: Research on Distributed Machine Learning Oriented Scalable Mobile Communication Security Unpacking System
Lu, Hui; Jin, Chengjie; Helu, Xiaohan; Du, Xiaojiang; Guizani, Mohsen; Tian, Zhihong... more authors ... less authors ( IEEE Computer Society , 2022 , Article)The rapid growth of Android smart phones and abundant applications (Apps), a new security solution for distributed computing and mobile communications, has prompted many enhanced vendors to use different methods to effectively ... -
A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network
Ren, Wei; Sun, Yan; Luo, Hong; Guizani, Mohsen ( IEEE Computer Society , 2022 , Article)Edge Computing brings great opportunities to enable the Internet of Things (IoT) vision. But the physical edge server deployment problem still poses a major challenge, which dramatically affects the service ability and ... -
A design of firewall based on feedback of intrusion detection system in cloud environment
Ma, Xiaoyu; Fu, Xiao; Luo, Bin; Du, Xiaojiang; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)Security is critical to cloud services, this paper introduces a design of firewall, which based on IDS's feedback t change rules in order to detect attack flexible. It combines firewall and Intrusion Detection Systems(IDS) ... -
A Differentially Private Big Data Nonparametric Bayesian Clustering Algorithm in Smart Grid
Guan, Zhitao; Lv, Zefang; Sun, Xianwen; Wu, Longfei; Wu, Jun; Du, Xiaojiang; Guizani, Mohsen... more authors ... less authors ( IEEE Computer Society , 2020 , Article)Smart systems, including smart grid (SG) and Internet of Things (IoT), have been playing a critical role in addressing contemporary issues. Taking full advantage of the big data generated by the smart grid can enhance the ... -
A Differentially Private Classification Algorithm with High Utility for Wireless Body Area Networks
Sun, Xianwen; Shi, Lingyun; Wu, Longfei; Guan, Zhitao; Du, Xiaojiang; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)The advancement of the wireless body area networks (WBAN) and sensor technologies allows us to collect a variety of physiological and behavioral data from human body. And appropriate application of machine learning methods ... -
Digital Twin for Intelligent Context-Aware IoT Healthcare Systems
Elayan, Haya; Aloqaily, Moayad; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Since the emergence of digital and smart healthcare, the world has hastened to apply various technologies in this field to promote better health operation and patients' well being, increase life expectancy, and reduce ... -
Directional Modulation for Secure RFID in Health Systems
Desouky, Gehad; Shehata, Heba; Khattab, Tamer; Abualsaud, Khalid; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)Radio frequency identification (RFID) systems are gaining more attention in new frontiers of applications due to their simplicity, low size factor and low cost of deployment. One of the emerging frontiers of applications ... -
Disaster and Pandemic Management Using Machine Learning: A Survey
Chamola, Vinay; Hassija, Vikas; Gupta, Sakshi; Goyal, Adit; Guizani, Mohsen; Sikdar, Biplab... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Other)This article provides a literature review of state-of-the-art machine learning (ML) algorithms for disaster and pandemic management. Most nations are concerned about disasters and pandemics, which, in general, are highly ... -
A Distributed Deep Learning System for Web Attack Detection on Edge Devices
Tian, Zhihong; Luo, Chaochao; Qiu, Jing; Du, Xiaojiang; Guizani, Mohsen ( IEEE Computer Society , 2020 , Article)With the development of Internet of Things (IoT) and cloud technologies, numerous IoT devices and sensors transmit huge amounts of data to cloud data centers for further processing. While providing us considerable convenience, ... -
A Distributed Framework for Energy Trading between UAVs and Charging Stations for Critical Applications
Hassija, Vikas; Chamola, Vinay; Krishna, Dara Nanda Gopala; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)Use of Unmanned Aerial Vehicles (UAVs) is rapidly increasing in various domains such as disaster management, delivery of goods, surveillance, military, etc. Significant issues in the expansion of UAV-based applications are ...