2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)最新文献_第4页

Cyber Physical System: Security Challenges in Internet of Things System 网络物理系统:物联网系统中的安全挑战

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987256

Bhabendu Kumar Mohanta, Mohan Kumar Dehury, Badeea Al Sukhni, Niva Mohapatra

{"title":"Cyber Physical System: Security Challenges in Internet of Things System","authors":"Bhabendu Kumar Mohanta, Mohan Kumar Dehury, Badeea Al Sukhni, Niva Mohapatra","doi":"10.1109/I-SMAC55078.2022.9987256","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9987256","url":null,"abstract":"Cyber-Physical Systems (CPS) typically involve a number of networked systems that can watch over and control actual processes and objects. They share many similarities with the Internet of Things (IoT) applications, but CPS focuses on how physical devices, networking components, and computational processes are integrated. The Internet of Cyber-Physical Things is a new component of CPS as a result of their integration with IoT. Many applications like smart healthcare, smart home, smart grid, smart car, smart cities, and supply chains are made possible by the rapid and significant evolution of CPS, which has an impact on many elements of people’s way of living. As the foundation for current and upcoming smart services, these technologies will strengthen our essential infrastructure and they have a big impact on how we live our lives. IoT is one of the emerging technologies in the last decade and so many smart devices are developed and deployed to monitor things in real time. In this paper, we initially found the integration of CPS and IoT usability. We have mentioned the security challenges in CPS based on IoT applications. For implementation, we have considered smart home as an IoT application and tested how the activities of smart mobile phones can be captured. Experimental results show that smart devices are vulnerable to different attacks.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115432627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Condition Monitoring of Frozen Storage for Energy Optimization 面向能量优化的冷冻库状态监测

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987327

Hui Wing Kuan, N. S. Lai

引用次数: 0

IoT Enabled Patient Medicine Intake Tracking System-MEDIKIT 支持物联网的患者药物摄入跟踪系统- medikit

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987284

S. Banu, Syeeda Ayesha Mohmudiya, Noor Rahiba, Saniya Anmol

引用次数: 0

Android Controlled Fire Fighter Robot Using IoT 使用物联网的安卓控制消防机器人

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987297

Yee Jin Yeo, A. Balakrishnan, S. Selvaperumal, Illanur Muhaini Binti Mohd Nor

{"title":"Android Controlled Fire Fighter Robot Using IoT","authors":"Yee Jin Yeo, A. Balakrishnan, S. Selvaperumal, Illanur Muhaini Binti Mohd Nor","doi":"10.1109/I-SMAC55078.2022.9987297","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9987297","url":null,"abstract":"The main aim of this work is to develop a manually operated camera assisted firefighting robot with the capability to extinguish fire and controlled remotely by using an Android application. In this proposed work, a robot prototype was developed with the inclusion of camera module and relevant sensors. The robot was interfaced with Blynk IoT platform, which can be used by an Android device to control the robot. The performance of the developed robot is evaluated by testing the speed, water sprayer, sensors, fire extinguishment, and operating distance. The overall robot speed is lower than expected due to the condition of the test, which is 13.118 cm per second. The effective water sprayer area is 85 cm squared, that is considered as small due to the limited aiming angle. The overall sensors accuracy while considering several distances is 77.47%, which can be improved with omni-directional sensors. The fire extinguishment test proved that the robot is suitable for extinguishing spread type of fire. The optimal operating distance of the robot from the local server is from 0 to 26 meters, considering concrete walls as obstacles. Finally, the developed system has proved that the implementation of Android device and IoT platform is doable while retaining the core features such as live camera feed, fire detection, and fire extinguishment.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114614152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Certain Investigation of Various Attacks and Vulnerabilites in IoT and Cloud Environment 物联网和云环境中各种攻击和漏洞的若干调查

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9986503

K. Sarmila, S. Manisekaran

引用次数: 0

IoT based Smart Poultry to Produce a Healthy Environment 基于物联网的智能家禽创造健康环境

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987330

Raman Sandhiya, T. V. Mohana, B. Jothi, Juhie Agarwal, N. Kulshrestha, S. Sandhiya

{"title":"IoT based Smart Poultry to Produce a Healthy Environment","authors":"Raman Sandhiya, T. V. Mohana, B. Jothi, Juhie Agarwal, N. Kulshrestha, S. Sandhiya","doi":"10.1109/I-SMAC55078.2022.9987330","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9987330","url":null,"abstract":"According to studies, there are approximately 850 million poultry birds across India, with an average of 30 million farmers working in the sector. In other words, a poultry farm is a trustworthy and long-term way to make money in India. However, managing a poultry farm is labour intensive due to the need for constant surveillance and control over a wide range of environmental factors. The actual implementation of this is significantly more complicated, expensive, and time-consuming. The paper suggested a smart poultry system that tries to provide the solution for all the issues. The health of poultry birds heavily relies on environmental parameters, so variables like temperature and humidity are measured and monitored continuously. The website was made so that poultry keepers may get reliable information about their birds’ health and use that information to take the appropriate measures. Moreover, in the event of a crisis, such as a fire or the illness of a single bird, the owner will receive a notification. It is also possible to gather information about the poultry in the specified timespan. The Firebase cloud is used for wireless monitoring and managing the poultry system. The suggested automatic smart poultry system will make the birds healthy and it indirectly helps the owners to increase their profit with minimal human effort.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122993312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

DL-based Rheumatoid Arthritis Prediction using Thermal Images 基于dl的类风湿关节炎热图像预测

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987398

D. J. N. Kumar, V. K, S. Sagar Imambi, P. V. Pramila, Ashok Kumar, Vijayabhaskar V

{"title":"DL-based Rheumatoid Arthritis Prediction using Thermal Images","authors":"D. J. N. Kumar, V. K, S. Sagar Imambi, P. V. Pramila, Ashok Kumar, Vijayabhaskar V","doi":"10.1109/I-SMAC55078.2022.9987398","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9987398","url":null,"abstract":"Rheumatoid arthritis, often known as rheumatoid, is an inflammatory condition brought on by the immune system’s malfunction.Various preliminary tests were proposed to predict this chronic illness. This study proposes a deep learning model which can detect the presence of rheumatoid by analyzing the thermal images of a person. For this purpose, the palms of the rheumatoid patients and the control group were scanned to produce a sample of thermal pictures of human hands. The efficiency of this training is then improved by preprocessing the thermal pictures. The CNN-LS TM approach is used to build a deep learning model. Then, to accurately forecast the presence of rheumatoid, this model is trained using thermal pictures. The training’s outcomes are noted and reviewed. Validation comes after training, and the outcomes of the validation are also tabulated. For simpler analysis, the findings are also plotted as graphs. The results show that as the number of epochs rises, accuracy, precision, and recall value all significantly increase. As the number of epochs rises, the loss value also falls. The model is then tested to determine the final values for each parameter after training and validation. The final accuracy score of the model is 92.78, while the loss score is 3.78, which is so minuscule as to occasionally be ignored. The model’s precision is 95.4%, and its recall value is 93.7%. This deep learning model can be utilized as a screening tool for rheumatoidbecause of its improved accuracy and precision values.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123631515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

A Deep Learning-based Framework for Sheep Identification System based on Facial Bio-Metrics Analysis 基于面部生物特征分析的绵羊识别系统深度学习框架

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987431

S. Saradha, J. Asha, J. Sreemathy

引用次数: 1

Research on the Computer Complex Data Processing in the Big Data Era 大数据时代计算机复杂数据处理研究

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987290

Fangqing Li

引用次数: 0

Modeling of Hybrid Power Generation using FLC 基于FLC的混合发电建模

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987303

Simranjit Kaur, S. Vig

{"title":"Modeling of Hybrid Power Generation using FLC","authors":"Simranjit Kaur, S. Vig","doi":"10.1109/I-SMAC55078.2022.9987303","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9987303","url":null,"abstract":"In this paper, an effective and efficient power hybrid power generation model is presented in which Maximum power point is tracked by using Fuzzy Logic Controller. The main objective of the proposed approach is to enhance the power capabilities of systems in order to fulfill the increasing load demand. To combat this task, a fuzzy based MPPT technique is implement in power generating system that takes two inputs. Furthermore, two optimization algorithms i.e. chaotic map and Differential Evolution (DE) are hybridized for optimizing the range of variables for two input functions of fuzzy model. The fitness value is calculated in terms of increase in power capabilities. Also, the proposed model utilized two energy sources i.e. Wind energy and solar energy for providing the necessary supply to customers during peak hours. A switching circuitry is also used in the proposed hybrid model for switching between two models when one is not able to generate electricity. The performance of the proposed fuzzy based approach is examined and validated by putting it in comparison with traditional ACO model in terms of their voltage, current and power generation abilities. In addition to this, analytical study is also conducted for wind and solar energy models to determine their abilities for generating power and satisfying load demands.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125175156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0