{"title":"A Perceptron Mixture Model of Intrusion Detection for Safeguarding Electronic Health Record System.","authors":"Wei Lu, Ling Xue","doi":"10.1007/978-3-030-84913-9_18","DOIUrl":"10.1007/978-3-030-84913-9_18","url":null,"abstract":"<p><p>Electronic Health Record System, EHRS, has recently become a common healthcare information technology that has been widely adopted by many physicians. Due to compromised internal structures and systems, safeguarding the privacy and security of EHRS becomes a very challenging issue based on the most recent studies on trends and characteristics of protected health information breaches in the United States. Traditionally intrusion detection systems were proposed to address security of EHRS infrastructure by detecting unauthorized accesses; they, however, tend to generate a large number of false alerts mainly due to lack of proper features to model normal behaviors and overfitting when using signature-based detection algorithms. In this paper we address this limitation and propose a mixture model combining both misuse detection and anomaly detection approaches to minimize the number of false alerts over a specific time period in real time through its self-learning-fixing-and-improving capability built upon the perceptron algorithm.</p>","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"313 ","pages":"202-212"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10571333/pdf/nihms-1935957.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41242962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kevin Bylykbashi, Ermioni Qafzezi, Phudit Ampririt, Admir Barolli, Elis Kulla, L. Barolli
{"title":"A Fuzzy-Based System for Determining Driver Impatience in VANETs Considering Number of Forced Stops, Unnecessary Maneuvers, Time Pressure and Task Importance","authors":"Kevin Bylykbashi, Ermioni Qafzezi, Phudit Ampririt, Admir Barolli, Elis Kulla, L. Barolli","doi":"10.1007/978-3-031-14314-4_16","DOIUrl":"https://doi.org/10.1007/978-3-031-14314-4_16","url":null,"abstract":"","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"49 1","pages":"163-171"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73921768","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}
{"title":"Implementation and Evaluation on Smooth On-Line Communication System Using Multi-camera","authors":"Shinya Takahashi, Yasuo Ebara","doi":"10.1007/978-3-031-14314-4_37","DOIUrl":"https://doi.org/10.1007/978-3-031-14314-4_37","url":null,"abstract":"","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"110 1","pages":"365-373"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74266528","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}
{"title":"Performance Evaluation of V2X Communication Based on 2-Wavelength Wireless Link Method","authors":"Y. Shibata, Akira Sakuraba","doi":"10.1007/978-3-031-14314-4_5","DOIUrl":"https://doi.org/10.1007/978-3-031-14314-4_5","url":null,"abstract":"","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"PP 1","pages":"48-57"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84320552","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}
Tomoya Yasunaga, Kyohei Toyoshima, Chihiro Yukawa, Yuki Nagai, T. Matsui, Tetsuya Oda, L. Barolli
{"title":"Soldering Danger Detection System Using a Line-of-Sight Estimation","authors":"Tomoya Yasunaga, Kyohei Toyoshima, Chihiro Yukawa, Yuki Nagai, T. Matsui, Tetsuya Oda, L. Barolli","doi":"10.1007/978-3-031-14314-4_6","DOIUrl":"https://doi.org/10.1007/978-3-031-14314-4_6","url":null,"abstract":"","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"33 1","pages":"58-65"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86529914","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}
{"title":"Energy-Efficient Multi-Version Concurrency Control (EEMVCC) for Object-Based Systems","authors":"T. Enokido, Dilawaer Duolikun, M. Takizawa","doi":"10.1007/978-3-031-14314-4_2","DOIUrl":"https://doi.org/10.1007/978-3-031-14314-4_2","url":null,"abstract":"","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"130 1","pages":"13-24"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89897630","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}
{"title":"Trustworthy AI Explanations as an Interface in Medical Diagnostic Systems","authors":"Davinder Kaur, Suleyman Uslu, A. Durresi","doi":"10.1007/978-3-031-14314-4_12","DOIUrl":"https://doi.org/10.1007/978-3-031-14314-4_12","url":null,"abstract":"","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"123 1","pages":"119-130"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76641882","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}
Surja Sanyal, S. Mukhopadhyay, F. Xhafa, V. Singh, B. Sanyal
{"title":"An Incentive Framework for Surplus Food Distribution in the Context of Smart Cities","authors":"Surja Sanyal, S. Mukhopadhyay, F. Xhafa, V. Singh, B. Sanyal","doi":"10.1007/978-3-031-14314-4_4","DOIUrl":"https://doi.org/10.1007/978-3-031-14314-4_4","url":null,"abstract":"","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"1 1","pages":"35-47"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81615125","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}
{"title":"Analysis of Learning-Data for Feedback System in Programming Classrooms","authors":"Yoshihiro Kawano, Yoshiha Goto, Yuka Kawano","doi":"10.1007/978-3-031-14314-4_50","DOIUrl":"https://doi.org/10.1007/978-3-031-14314-4_50","url":null,"abstract":"","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"47 1","pages":"474-483"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79481570","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}
{"title":"Effect of Transporter Autonomous Underwater Vehicles for Underwater Optical Wireless Communication Considering Delay Tolerant Networks","authors":"Keita Matsuo, Elis Kulla, L. Barolli","doi":"10.1007/978-3-031-14314-4_17","DOIUrl":"https://doi.org/10.1007/978-3-031-14314-4_17","url":null,"abstract":"","PeriodicalId":94373,"journal":{"name":"International Conference on Network-Based Information Systems : [proceedings]. NBiS (Conference)","volume":"37 1","pages":"172-181"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80641676","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}