2021 3rd International Conference on Advancements in Computing (ICAC)最新文献

Platform Independent Browser Forensic Tool for Advanced Analysis of Artifacts and Case Management 平台独立的浏览器取证工具，用于高级分析工件和案例管理

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671121

Dushan Dissanayake, Sadeepa Rajakaruna, Dulana Ranasinghe, Ayesha Wijesooriya, A. Jayakody, S. Rajapaksha

{"title":"Platform Independent Browser Forensic Tool for Advanced Analysis of Artifacts and Case Management","authors":"Dushan Dissanayake, Sadeepa Rajakaruna, Dulana Ranasinghe, Ayesha Wijesooriya, A. Jayakody, S. Rajapaksha","doi":"10.1109/ICAC54203.2021.9671121","DOIUrl":"https://doi.org/10.1109/ICAC54203.2021.9671121","url":null,"abstract":"A web browser is a major attack vector which cyber-criminals utilize to land in an environment. The evidence related to the malicious browsing activities can be found in the host which gives valuable information related to the case. These digital footprints involve history, cookies, bookmarks, saved credentials and downloads etc. This paper presents a sophisticated tool aiding the conventional manual investigation process from evidence collection to the final v e rdict b y a u tomating h u man dependent functions, resulting a fast and unbiased analysis of browser forensic artifacts. This tool states its unique value over the existing tools by working operating systems independently, collecting all browsing evidence including deleted artifacts and encrypted saved credentials, automatically analysing the reputation of the extracted evidence, integrating evidence collected from different web browsers into a single timeline, and correlating the adjacent distrustful events inside and outside the host. Eventually, this tool calculates a browsing reputation scorecard and creates a profile for the host, condensing the findings g a thered t h roughout the investigation. The paper presents another important methodology to predict the future browsing reputation score based on the past browsing patterns. Furthermore, multiple cases management feature and dashboard provide a concise overview of overall findings to the forensic investigator.","PeriodicalId":227059,"journal":{"name":"2021 3rd International Conference on Advancements in Computing (ICAC)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115825154","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

Computer-Vision Enabled Waste Management System for Green Environment 绿色环保的电脑视觉废物管理系统

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671222

Pasindu Hewagamage, Amtih Mihiranga, D. Perera, Rahul Fernando, Thusithanjana Thilakarathna, D. Kasthurirathna

{"title":"Computer-Vision Enabled Waste Management System for Green Environment","authors":"Pasindu Hewagamage, Amtih Mihiranga, D. Perera, Rahul Fernando, Thusithanjana Thilakarathna, D. Kasthurirathna","doi":"10.1109/ICAC54203.2021.9671222","DOIUrl":"https://doi.org/10.1109/ICAC54203.2021.9671222","url":null,"abstract":"Waste management has become a critical requirement to maintain a green environment in Sri Lanka as well as other countries. Town councils have to regularly collect different types of wastes to clean cities/towns. Hence managing the waste of the cities is a challenging task. However, most of the urban councils currently use a manual approach to managing waste. However, it results in many difficulties for the people and cleaning staff who involve in the process by following strict guidelines. Issues due to waste contamination, no proper information management of waste collection, and no punctuality in removing waste from the garbage bins are some of the significant issues arising from the manual process. Due to the drawbacks of the manual approach, social issues, environmental issues, health issues can occur easily. This paper proposes a better solution to replace this manual system with an automated system to overcome these issues. Hence, the main objective of this research is to introduce an ICT-based innovative design that can be used to develop an effective waste management system in town councils. In the proposed model, we will introduce a Computer Vision-based smart waste bin system with real-time monitoring that incorporates various technologies such as computer vision, sensor-based IoT devices, and geographical information system (GIS) related technologies. Our proposed solution consists of a waste bin system, which is capable of automated waste segregation. Our design facilitates the admin users to expand the waste bin kit by adding more waste categories in a user-friendly manner, making our product adaptive in any environment. At the same time, waste bins can notify the real-time waste status. Our system generates the optimum collection routing path and displays it in a mobile app using those real-time status details. We also demonstrate a low-cost prototype.","PeriodicalId":227059,"journal":{"name":"2021 3rd International Conference on Advancements in Computing (ICAC)","volume":"282 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116867068","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: 2

Improve the Efficiency and Security by Digitalizing the Sri Lankan Police Department 通过数字化斯里兰卡警察局提高效率和安全性

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671175

K. Yapa, A. Senaratne, R. P. D. T. D. Pathirathna, Y. P. C. N. Priyamantha, W. D. S. Dias, B. Katukithulgala

{"title":"Improve the Efficiency and Security by Digitalizing the Sri Lankan Police Department","authors":"K. Yapa, A. Senaratne, R. P. D. T. D. Pathirathna, Y. P. C. N. Priyamantha, W. D. S. Dias, B. Katukithulgala","doi":"10.1109/ICAC54203.2021.9671175","DOIUrl":"https://doi.org/10.1109/ICAC54203.2021.9671175","url":null,"abstract":"Police, as the main law enforcement organization in Sri Lanka, play a major role in preserving the public order, preventing criminal, terrorist activities, and enforcing the law. As a developing nation, Sri Lanka Police Department is moving forward with emerging technologies to effectively manage operations and rapidly respond to opportunities and challenges. Compared to developed countries, Police Department is still far more behind when working with modern technologies. Lack of coordination between departments, duplication of data, delay of services, unauthorized data modification, absence of data analysis and prediction systems, lack of transparency, and corruption were identified as the main issues that exist in the police department. In this paper, we propose 4 main improvements which help to overcome those issues and challenges. Improving the existing police clearance certificate system to issue digital certificates capable of verifying the authenticity, integrity of the document and providing efficient delivery and great user experience to the applicants. Implementing a Blockchain network to store confidential data securely by providing transparency and integrity. Developing a machine learning model to predict crimes geographically and predict fight crime action based on data gathered from a real-time camera system (CCTV).","PeriodicalId":227059,"journal":{"name":"2021 3rd International Conference on Advancements in Computing (ICAC)","volume":"127 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117140754","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

E-patient Card: An Integrated Electronic Health Recording System for Patient 电子病人卡:病人综合电子健康记录系统

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671145

K. W. Ashan Pivithuru, A. Srinivasan, A. Wijeratnam, I. Nassar, S. Chandrasiri, P. K. Suriyaa Kumari

{"title":"E-patient Card: An Integrated Electronic Health Recording System for Patient","authors":"K. W. Ashan Pivithuru, A. Srinivasan, A. Wijeratnam, I. Nassar, S. Chandrasiri, P. K. Suriyaa Kumari","doi":"10.1109/ICAC54203.2021.9671145","DOIUrl":"https://doi.org/10.1109/ICAC54203.2021.9671145","url":null,"abstract":"Smart cards are portable integrated devices with data storage and processing capabilities that are utilized in information technology. An electronic patient card is kept on smart cards. Their efficient use with easy and fast data access facilities leads to implementation particularly widespread in hospitals. A smartcard-based Integrated e-Patient Card System is created in this research. The technology communicates data and uses a smart card for personal identification and data transfer. e-Patient Card has several advantages over paper records, including increased accuracy and quality of patient treatment and cost, efficiency, and productivity savings. In the present work, diseases were identified using chest x-ray images, improving the disease detection process faster and more reliable. This system helps the users to get a better idea of the disease with symptoms they got. To make this process more user-friendly chatbot has been implemented. In the future place predictions of coronavirus spread for each place of the infected regions were identified. The patient’s smart card is filled with general health information. Over the distributed object protocol, encryption keys and digital signature keys stored on the system’s smart cards are utilized to exchange secure and authorized data between clients and database servers.","PeriodicalId":227059,"journal":{"name":"2021 3rd International Conference on Advancements in Computing (ICAC)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127478404","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

Mobile Based Solution for Vehicle Assistance 基于移动的车辆辅助解决方案

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671196

M. A. D. Wickrama, D. S. C. Dharmakeerthi, S. Balasooriya, U. M. I. S. Ekanayake, M. Gamage, N.C Amarasena

{"title":"Mobile Based Solution for Vehicle Assistance","authors":"M. A. D. Wickrama, D. S. C. Dharmakeerthi, S. Balasooriya, U. M. I. S. Ekanayake, M. Gamage, N.C Amarasena","doi":"10.1109/ICAC54203.2021.9671196","DOIUrl":"https://doi.org/10.1109/ICAC54203.2021.9671196","url":null,"abstract":"At present majority of the people in Sri Lanka use private vehicles as their mode of transport. Vehicle breakdown is a main issue faced by the vehicle drivers on-road. But depending on the nature of the underlying reason of breakdown, some minor failures can be fixed by the users themselves if they have the basic knowledge, which the majority lacks. If the vehicles undergo a breakdown in a remote location, getting help or finding the required spare parts become a hindrance. In addition to that, vehicle owners need a platform to get a clear idea and comparisons of vehicle insurance companies and insurance packages. As a solution for the above concerns, authors decided to develop a mobile application to assist drivers with vehicle breakdowns and maintenance along with some extra functions. The suggested system’s major functions include providing a personal assistant to aid with vehicle breakdowns, predicting upcoming vehicle maintenance procedures, providing trustworthy spare part pricing, and recommending the best insurance providers to customers. In order to develop the product several technologies and techniques including Natural Language Processing, Neural Networks, and Sentimental Analysis are used. Customers are extremely satisfied with the product’s efficacy, according to the results of the survey.","PeriodicalId":227059,"journal":{"name":"2021 3rd International Conference on Advancements in Computing (ICAC)","volume":"125 10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116557267","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

EduHelp – An Online Tutoring Application EduHelp -在线辅导应用

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671110

S. R. Fernandopulle, W.M.C.D.B. Warnasooriya, J.M.H.N. Jayasinghe, S.M.D. Theeraj, Uthpala Samarakoon, Suriyaa Kumari

{"title":"EduHelp – An Online Tutoring Application","authors":"S. R. Fernandopulle, W.M.C.D.B. Warnasooriya, J.M.H.N. Jayasinghe, S.M.D. Theeraj, Uthpala Samarakoon, Suriyaa Kumari","doi":"10.1109/ICAC54203.2021.9671110","DOIUrl":"https://doi.org/10.1109/ICAC54203.2021.9671110","url":null,"abstract":"E-learning via electronic mail, the Internet, the Worldwide Web (WWW), and multimedia has emerged as a result of the convergence of digital technologies and growing interest in the computerized delivery of higher education. The rapid emergence of Covid-19, a lethal disease caused by the Corona Virus, shocked the entire world. It was labeled a pandemic by the World Health Organization. This has posed a challenge to the global education system, forcing instructors to switch to an online form of instruction overnight. Many academic institutions that had previously been hesitant to adapt their traditional pedagogical method now have no choice but to fully embrace online teaching-learning. Because the platform is new to students and teachers, it appears that they are having some difficulties conducting their classes. Hence in this paper, we proposed an E-learning Application called EduHelp to design and build a tutoring platform that includes payment validation for each student, lesson summaries with a video summary note, and more. Upload relevant files and papers by automatically identifying and directing them, as well as creating automated questions and monitoring student attention.","PeriodicalId":227059,"journal":{"name":"2021 3rd International Conference on Advancements in Computing (ICAC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122417979","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

Crime Analysis, Prediction and Simulation Platform Based on Machine Learning 基于机器学习的犯罪分析、预测与仿真平台

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671119

Isuru Herath, R. Dinalankara, Udaya Wijenayake

引用次数: 0

Career Aura – Smart Resume and Employment Recommender 职业光环-聪明的简历和就业推荐

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671212

Kavindi Dissanayake, Senidu Mendis, Randula Subasinghe, Dineth Geethanjana, Dilani Lunugalage, D. Kasthurirathna

{"title":"Career Aura – Smart Resume and Employment Recommender","authors":"Kavindi Dissanayake, Senidu Mendis, Randula Subasinghe, Dineth Geethanjana, Dilani Lunugalage, D. Kasthurirathna","doi":"10.1109/ICAC54203.2021.9671212","DOIUrl":"https://doi.org/10.1109/ICAC54203.2021.9671212","url":null,"abstract":"Recruitment and Job seeking are two major factors that are directly proportional to each other. Due to the competitive nature of the present world, the process of acquiring the best resource effectively and efficiently has become a challenging aspect for the companies. As a result, modern job portals have become increasingly popular to address the challenges identified in the early recruitment and job search process. The purpose of this research is to introduce an optimal solution to address the ineffective areas identified in the job and recruitment domain which can further enhance the recruitment and job seeking decisions by utilizing deep learning and sentiment analytic approach along with descriptive analysis. The proposed system recommends the relevant job opportunities by omitting the irrelevant job advertisements for job hunters who are interested in the IT job domain while they input their resume to the system and additionally, they can improve their career decisions by adhering to the prediction schemes. Moreover, the system facilitates recruiters to headhunt top talents efficiently once they input job requirements to the system and candidate suggestions are not only made depending on their resume information but also analyzing their LinkedIn endorsements.","PeriodicalId":227059,"journal":{"name":"2021 3rd International Conference on Advancements in Computing (ICAC)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114716176","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

Computer Vision for Autonomous Driving 自动驾驶的计算机视觉

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671099

Bimsara Kanchana, Rojith Peiris, Damitha Perera, Dulani Jayasinghe, D. Kasthurirathna

引用次数: 4

Database Scaling on Kubernetes Kubernetes上的数据库扩展

2021 3rd International Conference on Advancements in Computing (ICAC) Pub Date : 2021-12-09 DOI: 10.1109/ICAC54203.2021.9671185

H. Perera, T. De Silva, W. M. D. C. Wasala, R. M. P. R. L. Rajapakshe, N. Kodagoda, Udara Srimath S. Samaratunge, H. Jayanandana

{"title":"Database Scaling on Kubernetes","authors":"H. Perera, T. De Silva, W. M. D. C. Wasala, R. M. P. R. L. Rajapakshe, N. Kodagoda, Udara Srimath S. Samaratunge, H. Jayanandana","doi":"10.1109/ICAC54203.2021.9671185","DOIUrl":"https://doi.org/10.1109/ICAC54203.2021.9671185","url":null,"abstract":"Kubernetes is a hot topic in the field of Software Engineering and Distributed Computing. When compared to previous methods, the principle underlying Kubernetes, which is containerization, has altered how applications are created and delivered. However, when considering the state, particularly the databases, with Kubernetes, there is a scalability and data synchronization barrier. The most frequently used approach is to host the database outside of Kubernetes and maintain connectivity with the cluster. Kubernetes inherent capabilities are sufficient for hosting databases. But that requires high domain knowledge to do the configurations and maintain the databases on Kubernetes. The purpose of this research is to fulfil that gap by introducing a solution for managing highly available databases on Kubernetes. The solution is limited to managing PostgreSQL databases on Kubernetes using auto-scaling. A novel algorithm is proposed for auto-scaling, as previous algorithms do not take database requests into account when determining the scaling need. The drawbacks of data synchronization and auto-scaling will be solved in this research, and the end user will be able to access the service without interruption for the majority of the time, as the final solution makes the database cluster highly available for the service layer.","PeriodicalId":227059,"journal":{"name":"2021 3rd International Conference on Advancements in Computing (ICAC)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128348336","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: 4