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Cyber Security Tool Kit (CyberSecTK): A Python Library for Machine Learning and Cyber Security

Calix, Singh, Chen, Zhang, Tu
2020 Information  
The cyber security toolkit, CyberSecTK, is a simple Python library for preprocessing and feature extraction of cyber-security-related data.  ...  In particular, we propose the development of a toolkit in Python that can process the most common types of cyber security data.  ...  For instance, the statistics [1] show a rapid growth in internet of things (IoT) devices.  ... 
doi:10.3390/info11020100 fatcat:jmcjijt5qrfe3jyaagfr5avwue

SDN-Enabled FiWi-IoT Smart Environment Network Traffic Classification Using Supervised ML Models

Elaiyasuriyan Ganesan, I-Shyan Hwang, Andrew Tanny Liem, Mohammad Syuhaimi Ab-Rahman
2021 Photonics  
We capture the different IoT and non-IoT device network traffic trace files based on the traffic flow and analyze the traffic traces to extract statistical attributes (port source and destination, IP address  ...  The management of network resources for IoT service provisioning is a major issue in modern communication.  ...  The selected train module method for this research is based on the white-listed, where a binary classifier is generated for each device type.  ... 
doi:10.3390/photonics8060201 fatcat:xte7aviqrzdkrntp6mkgeq3qma

Detection Technique and Mitigation Against a Phishing Attack

Haytham Tarek Mohammed Fetooh, M. M. EL-GAYAR, A. Aboelfetouh
2021 International Journal of Advanced Computer Science and Applications  
Wireless networking is a main part of our daily life during these days, each one wants to be connected.  ...  Also detecting a fake access point is a hard security issue over the wireless network.  ...  as a KARMA attack. 7) Store in database and start visualization -send all frames to a long-time database for forensics purposes and visualize it for further analysis.  ... 
doi:10.14569/ijacsa.2021.0120922 fatcat:5brh6ojwojbzlbsn3qmclkaeje

Video Slice: Image Compression and Transmission for Agricultural Systems

Takaaki Kawai
2021 Sensors  
The transmission time for one image was 5.6 s; thus, the proposed method achieved a reasonable processing time and a reduction of transmitted data.  ...  A prototype of the proposed method was implemented with a MPEG-4 Visual video encoder.  ...  For example, investors and banks make investment and loan decisions based on historical cultivation data provided by the IoT systems [9] .  ... 
doi:10.3390/s21113698 pmid:34073404 fatcat:g3niw6cmifggvb5ovbczfqqd34

An IoT framework for Bio-medical sensor data acquisition and machine learning for early detection

Ayaskanta Mishra, Manaswini Mohapatro
2019 International Journal of Advanced Technology and Engineering Exploration  
On the server, a machine learning model is deployed to predict any malfunctions based on sensor readings posted from the real-time health monitoring system and generate early alerts.  ...  Internet of things in clinical domain has opened up new possibilities in remote monitoring of patients by connecting healthcare bio-sensor systems over the internet.  ...  Acknowledgment The prototypes are developed in Wireless Communication & Networking Lab, School of Electronics Engineering, Kalinga Institute of Industrial Technology (KIIT) Deemed to be University.  ... 
doi:10.19101/ijatee.2019.650027 fatcat:uxcg642ebzbpjfpin77ok4fuke

Optical Wireless Communication: A Candidate 6G Technology?

Shintaro ARAI, Masayuki KINOSHITA, Takaya YAMAZATO
2021 IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences  
Interestingly, similar trends have occurred in OWC systems based on visible light and light fidelity (Li-Fi).  ...  We discuss herein whether an optical wireless communication (OWC) system can be a candidate for post 5G or 6G cellular communication.  ...  Yusuke Kozawa (Ibaraki Univ.) for useful discussions and suggestions.  ... 
doi:10.1587/transfun.2020wbi0001 fatcat:wcygnhkfund5jmc5bl6nsc237q

Research on the Intensive Material Management System of Biomass Power Plant

Ruosi Zhang, Tianyi Hao, Yunxiao Li, Fangqing Zhang, Sheng Ding
2017 IOP Conference Series: Materials Science and Engineering  
In view of the universal problem which the material management is loose, and lack of standardization and interactive real-time in the biomass power plant, a system based on the method of intensive management  ...  The system has been applied in Gaotang power plant, which raised the level of materials management and economic effectiveness greatly.  ...  As a supplement and support for the terminal storage management, workers can log in the Web system to make storage operation.  ... 
doi:10.1088/1757-899x/199/1/012020 fatcat:ig6ekhucpfdlbpfjvreudkktt4

IoT-Enabled Smart Wearable Devices: A Short Review

Karan Hiware
2020 International Journal for Research in Applied Science and Engineering Technology  
This paper is useful to get an in-depth explanation about smart wearables and to know hardware and software components required to design wearable devices that are listed in the final summary table. 2127  ...  of the complete system, as well as the architecture of the proposed system that allows for a discreet evaluation of physiological biomarkers, makes it a good candidate for remote health monitoring [28  ...  real-time tracking of patients inside the hospital.It is used for human gait monitoring based on a data shoe system over the internet.It is used to capture the racket and foot movement of a tennis player  ... 
doi:10.22214/ijraset.2020.30779 fatcat:yw37usltwnf75o4z2agyh4flei

Towards Understanding Internet of Things Security and its Empirical Vulnerabilities: A Survey

Salim El Bouanani, Omar Achbarou, My Ahmed, Aissam Outchakoucht
2019 International Journal of Advanced Computer Science and Applications  
Finally, based on our evaluation, we highlight many solutions as well as possible directions for future research.  ...  Then, we expose a case study of a standard IoT platform to illustrate the impact of security on all IoT layers.  ...  These elements are set at the security-enabled field in the MAC frames. We can enable one, several or all the functions, based on encryption algorithms AES. III.  ... 
doi:10.14569/ijacsa.2019.0101048 fatcat:qqfozzorpnhujm3evrtckgjv4m

Real-Time Video Latency Measurement between a Robot and Its Remote Control Station: Causes and Mitigation

Admir Kaknjo, Muzaffar Rao, Edin Omerdic, Luke Robinson, Daniel Toal, Thomas Newe
2018 Wireless Communications and Mobile Computing  
Based on these requirements, controlling the system in real time through a standard Internet connection is a challenging task.  ...  Similarly, the video stream, which is required for the normal system control and maneuvering, imposes further strict requirements on the network in terms of bandwidth and latency.  ...  Since the system is based on networked devices, adding two dedicated NTP servers does not require any architectural changes of the system.  ... 
doi:10.1155/2018/8638019 fatcat:xpo7zxhgdfeydiomc2e3u4nvjy

Low-Cost, Open Source IoT-Based SCADA System Design Using Thinger.IO and ESP32 Thing

Lawrence Oriaghe Aghenta, Mohammad Tariq Iqbal
2019 Electronics  
The SCADA system proposed in this work is based on the Internet of Things SCADA architecture which incorporates web services with the conventional (traditional) SCADA for a more robust supervisory control  ...  In this paper, we present the design and implementation of a low-cost, Open Source SCADA system by using Thinger.IO local server IoT platform as the MTU and ESP32 Thing micro-controller as the RTU.  ...  All the components and software used in the actualization of this work were selected on a professional basis.  ... 
doi:10.3390/electronics8080822 fatcat:hqxuimthszaqtj2anmxwgoq44y

AFOROS: A Low-Cost Wi-Fi-Based Monitoring System for Estimating Occupancy of Public Spaces

Mario Vega-Barbas, Manuel Álvarez-Campana, Diego Rivera, Mario Sanz, Julio Berrocal
2021 Sensors  
This article presents the architecture of a system based on the use of Wi-Fi sensor devices that allows estimating, almost in real-time, the number of people attending an event that is taking place in  ...  The estimate is based on the analysis of the "probe request" messages periodically transmitted by smartphones to determine the existence of Wi-Fi access points in the vicinity.  ...  This process relies on the generation of a footprint for each probe captured, based on the information obtained in specific fields (IEs) of the captured probes.  ... 
doi:10.3390/s21113863 fatcat:6s7wwxzhn5g3vcvk3decxtt42i

IEEE Access Special Section Editorial: Mobile Multimedia for Healthcare

M. Shamim Hossain, Stefan Gobel, Changsheng Xu, Abdulmotaleb El Saddik
2020 IEEE Access  
They also discuss converting the non-standardized devices into standardized. Finally, the authors propose a list of requirements for personal health systems based on their review of the literature.  ...  With regard to identifying equivalent uniform dose as medication, in the article, ''A novel definition of equivalent uniform dose based on volume dose curve,'' by Lan et al., the authors propose a method  ... 
doi:10.1109/access.2020.3017119 fatcat:w5zizqzkw5bj5c5drey4aubhrm

Providing IoT Services in Smart Cities through Dynamic Augmented Reality Markers

David Chaves-Diéguez, Alexandre Pellitero-Rivero, Daniel García-Coego, Francisco González-Castaño, Pedro Rodríguez-Hernández, Óscar Piñeiro-Gómez, Felipe Gil-Castiñeira, Enrique Costa-Montenegro
2015 Sensors  
A very good example of the potential of these devices for smart cities is their powerful support for intuitive service interfaces (such as those based on augmented reality (AR)) for non-expert users.  ...  In our work, we consider a scenario that combines IoT and AR within a smart city maintenance service to improve the accessibility of sensor and actuator devices in the field, where responsiveness is crucial  ...  When the mobile device camera is aimed at the beacon and the application starts capturing frames, these frames are analyzed until a single lit LED is found.  ... 
doi:10.3390/s150716083 pmid:26151215 pmcid:PMC4541869 fatcat:3iqw4ktajfdzpn2uveer7udjgy

Multimedia Internet of Things: A Comprehensive Survey

Ali Nauman, Yazdan Ahmad Qadri, Muhammad Amjad, Yousaf Bin Zikria, Muhammad Khalil Afzal, Sung Won Kim
2020 IEEE Access  
IoT devices are constrained in terms of energy, computing, size, and storage memory.  ...  Finally, we present a detailed discussion on the open research issues and several potential research areas related to emerging multimedia communication in IoT.  ...  [102] present a novel system based on a voice liveness detection system that utilizes wireless signals from IoT devices and received vocal samples for verification of Voice Control User Interfaces (  ... 
doi:10.1109/access.2020.2964280 fatcat:ilihkpik65bdvblyal6rp7tb2y
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