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作者： Shamsi, Jawwad A. Zeadally, Sherali Sheikh, Fareha Flowers, Angelyn Systems Research Laboratory Computer Science National University of Computer and Emerging Sciences Karachi Pakistan College of Communication and Information University of Kentucky LexingtonKY United States Homeland Security Program University of the District of Columbia WashingtonDC United States

Attribution of cybercrimes is significant in limiting the rate of crime as well as in preparing the required level of response. Motivated by this significance, we introduce a level-based approach for achieving attribution. In our proposed approach, attribution consists of three steps: (1) identification of the cyberweapon used;(2) determination of the origin of the attack;and (3) identification of the actual attacker. We conduct an in-depth analysis of recently proposed attribution techniques. Our analysis reveals that indirect methods of attribution are particularly effective when attributing cybercrimes;many of them remain unattributed. We also discuss some of the legal issues pertaining to attribution, and we argue that well-defined international laws for cyberspace along with strong cooperation among governments are needed to track down and punish cybercriminals. Copyright © 2016 John Wiley & Sons, Ltd. Copyright © 2016 John Wiley & Sons, Ltd.

关键词： Malware

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Who Recognized Fake Image Better: A Comparison Study between Human and computer

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Journal of Physics: Conference Series 2017年第1期801卷

作者： R Bahana A Nurhudatiana M Hidajat T A Budiono Computer Science Program Bina Nusantara University Jakarta Indonesia Information Systems Program Bina Nusantara University Jakarta Indonesia

Along with the rapid development of multimedia and information technology in the recent years, a large number of photos and videos can be easily created and distributed by each and every member of our society. Some of these images are genuine, while some others have gone through modifications. Although the creation and posting of edited photographs in media are basically not prohibited, it becomes a problem when they are used improperly. Until now, the common practice in Indonesia when assessing whether an image has been modified or is original is still heavily dependent on human expert assessment that could be subjective. This research offers an alternative solution that is objective by developing a systematic image analysis method for distinguishing between original and modified image. The method utilizes high-level feature, namely the metadata of the image file, to differentiate between original and modified image. A prototype system was implemented in Visual Basic as a desktop application. The application used MS Windows GDI+. This prototype application can be used as a reliable and faster means to assist in fake image detection. However, as metadata-based analysis only detects whether a photograph has possibly been edited and it does not show which part of the photograph has been manipulated, future work includes development of pixel-based analysis approach.

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Enhancing verification and validation education using active learning tools developed through an academia-industry partnership 123

Enhancing verification and validation education using active...

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123rd ASEE Annual Conference and Exposition

作者： Acharya, Sushil Manohar, Priya Schilling, Walter W. Wu, Peter Y. Robert Morris University PittsburghPA United States Software Engineering Program Milwaukee School of Engineering MilwaukeeWI United States Department of Computer and Information Systems Robert Morris University United States

Imparting real world experiences in a software verification and validation (SV&V) course is often a challenge due to the lack of effective active learning tools. This pedagogical requirement is important because graduates are expected to develop software that meets rigorous quality standards in functional and application domains. Realizing the necessity of such teaching tools, the authors designed and developed eighteen (18) delivery hours of Case Studies, sixteen (16) delivery hours of Class Exercises, and six (6) delivery hours of Video Case Studies for use in courses that impart knowledge on SV&V topics viz. requirements engineering, software reviews, configuration management, and software testing. Four key skill areas sought after by employers, namely communication skills, applied knowledge of methods, applied knowledge of tools, and research exposure are used to drive the development funded by a National Science Foundation grant and perfected through an industry-academia partnership. In this paper, we discuss in detail the four project plans the researchers and their industry counterparts followed over the past two years in the development and eventual dissemination of active learning tools. A course enhancement plan was used to drive activities related to reviewing, enhancing, and modularizing modules, identified by a gap analysis performed by focus groups comprised of industry and academic partners. The course delivery plan was used to drive activities related to developing content delivery strategies. An evaluation and assessment plan was used to drive activities related to periodically evaluating student learning and assessing the project. And finally a course dissemination plan is being used to drive activities related to disseminating course modules and assessment reports. Active learning tools have been disseminated through a workshop and other means to universities and industry partners. © American Society for Engineering Education, 2016.

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Systematic literature review on corruption prevention efforts towards sustainable economy in Indonesia: ICT perspective

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IOP Conference Series: Earth and Environmental Science 2018年第1期195卷

作者： Noerlina D M Kristin R Dewanti Sasmoko T N Mursitama A M Muqsith S P Fajrianti N S Krishti B A Makalew Information Systems Department School of Information Systems Bina Nusantara University Jakarta Indonesia 11480 Management Department BINUS Business School Undergraduate Program Bina Nusantara University Jakarta Indonesia 11480 Primary Teacher Education Department Faculty of Humanities Bina Nusantara University Jakarta Indonesia 11480 Research Interest Group in Educational Technology Bina Nusantara University Jakarta Indonesia 11480 International Relations Department Faculty of Humanities Bina Nusantara University Jakarta Indonesia 11480 Computer Science Department School of Computer Science Bina Nusantara University Jakarta Indonesia 11480 Psychology Department Faculty of Humanities Bina Nusantara University Jakarta Indonesia 11480 Mobile Application & Technology Program School of Computer Science Bina Nusantara University Jakarta Indonesia 11480

Corruption is an extraordinary crime and must be eradicated not only as fast as possible, but also as efficient and as effective as possible as it hinders the process of achieving sustainable economy. In current modern society, information technology exists as a multidisciplinary tool to solve lingering problems that could not be solved by traditional efforts. This paper aims to provide knowledge regarding identified efforts to fight corruption specifically in Indonesia region. Systematic Literature Review (SLR) methodology is used as the methodology, and Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) flow is used as framework to identify relevant records. Scopus database is used as data source. A total of 10 records are labelled as relevant to this research, and the findings are synthesized. It was found from the records that the main areas of interest for ICT research for corruption prevention in Indonesia are (1) information transparency, (2) operational enhancement, (3) success evaluation, (4) security and fraud, and (4) decision support. The findings are expected to assist future research in term of providing valuable insights on corruption prevention using ICT in Indonesia.

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Making large Cox's proportional hazard models tractable in Bayesian networks 8

Making large Cox's proportional hazard models tractable in B...

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8th International Conference on Probabilistic Graphical Models, PGM 2016

作者： Kraisangka, Jidapa Druzdzel, Marek J. Decision System Laboratory School of Information Sciences Intelligent Systems Program University of Pittsburgh PittsburghPA15260 United States Faculty of Computer Science Bialystok University of Technology Wiejska 45A Bialystok15-351 Poland

Cox's proportional hazard (CPH) model is a statistical technique that captures the interaction between a set of risk factors and an effect variable. While the CPH model is popular in survival analysis, Bayesian networks offer an attractive alternative that is intuitive, general, theoretically sound, and avoids CPH model's restrictive assumptions. Existing CPH models are a great source of existing knowledge that can be reused in Bayesian networks. The main problem with applying Bayesian networks to survival analysis is their exponential growth in complexity as the number of risk factors increases. It is not uncommon to see complex CPH models with as many as 20 risk factors. Our paper focuses on making large survival analysis models derived from the CPH model tractable in Bayesian networks. We evaluate the effect of two complexity reduction techniques: (1) parent divorcing, and (2) removing less important risk factors based on the accuracy of the resulting models. 2016 Microtome Publishing. All rights reserved.

关键词： Bayesian networks

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Air quality assessment from social media and structured data: Pollutants and health impacts in urban planning 32

Air quality assessment from social media and structured data...

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32nd IEEE International Conference on Data Engineering Workshops, ICDEW 2016

作者： Du, Xu Emebo, Onyeka Varde, Aparna Tandon, Niket Chowdhury, Sreyasi Nag Weikum, Gerhard Environmental Management Program Montclair State University MontclairNJ United States Department of Computer Science Montclair State University MontclairNJ United States Databases and Information Systems Max Planck Institute for Informatics Saarbruecken Germany

ISBN: (纸本)9781509021086

This paper describes our work on mining pollutant data to assess air quality in urban areas. Notable aspects of this work are that we mine social media and structured data in a domain-specific context, incorporate commonsense knowledge in mining media opinions and focus on the urban planning domain in a multicity environment. The results of mining are useful for predictive analysis in urbanization. A significant contribution is that we provide useful information on urban health impacts. © 2016 IEEE.

关键词： Urban planning

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Case study on requirements engineering in information mining project: Metallurgical enterprise 1

Case study on requirements engineering in information mining...

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Joint 1st International Workshop on Knowledge Requirements: Acquisition and Representation, KRAR 2016 and the 1st Regional Consortium for Computing Sciences and Foundation, RCCS 2016

作者： Pollo-Cattaneo, M.F. Pesado, P. Britos, P. García-Martínez, R. PhD Program on Computer Science Computer Science School National University of La Plata Information System Methodologies Research Group Technological National University Buenos Aires Argentina School of Computer Science National University of La Plata Buenos Aires Argentina Information Mining Research Group National. Lab. ID + I in Visualization Computer Graphics and Creative Code University of Rio Negro at El Bolsón Río Negro Argentina Information Systems Research Group National University of Lanus Buenos Aires Argentina

There can be no debate that information Mining Projects cause processing tools to arise with the sole purpose of converting available organization data into useful knowledge on account of decision-making. Considering the aforementioned, this type of projects demands due diligence in the requirement specification process, as the latter needs to be thorough and traceable throughout the entire project, and therefore, process associated with requirements engineering are not to be reused in any future projects among the like. Similarly, latest methodologies within the field of information Mining fail to take practices associated to stakeholders and costumers' requirements management into account. With this aim in mind, a solution model to the information Mining Project Management necessities is proposed. © 2016, CEUR-WS. All rights reserved.

关键词： Requirements engineering

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Web based Biblical library information system Lembaga Alkitab Indonesia — Jakarta

Web based Biblical library information system Lembaga Alkita...

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International Joint Conference on computer Science and Software Engineering (JCSSE)

作者： Mira Ziveria Elvander Information Systems Studies Program Faculty of Computer Science and Communication Studies Kalbis Institute 13210 Jakarta - Indonesia

ISBN: (纸本)9781509020348

Lembaga Alkitab Indonesia (LAI or Indonesia Bible Society) is a nonprofit corporation that supports churches, organizations and Christians in Indonesia for the provision of the Bible and its parts. One of the facilities provided by LAI is the Biblical Library. The problem that faced is the library management is still done manually. This research aims to design and build a web-based information system that could facilitate Biblical library management system LAI Jakarta in managing the collection, circulation, membership and online visitor access. The method that used is the Software Development Life Cycle (SDLC) with implementation stages that using the programming Hypertext Preprocessor (PHP) and storage of data using MySQL and Apache as the web server.

关键词： Libraries Databases Data models computer science Software engineering Data collection

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An Experiment in an industrial business intelligence environment to improve data loads maintenance 12

An Experiment in an industrial business intelligence environ...

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12th Brazilian Symposium on information systems, SBSI 2016

作者： Costa, Juli Kelle Góis Santosa, Igor Peterson Oliveira Júnior, Methanias Colaço Nascimento, André Vinícius R. P. Postgraduate Program in Computer Science - PROCC UFS - Federal University of Sergipe São Cristóvão/SE Brazil Competitive Intelligence Research and Practice Group - NUPIC Information Systems Departament - DSI UFS - Federal University of Sergipe Itabaiana/SE Brazil

ISBN: (纸本)9788576693178

Business Intelligence (BI) and Data Analytics applications depend on an effective ETL (Extract, Transform and Load) process . This paper presents an approach and a Rapid Application Development (RAD) tool to increase efficiency and effectiveness of ETL programs development and maintenance. Furthermore, it is also described a controlled experiment conducted in industry to carefully evaluated the efficiency and effectiveness of the tool. The results indicate that our approach can indeed be used as method aimed at improving and speed up ETL process maintenance.

关键词： Data warehouses

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Experimentation in the industry for automation of unit testing in a business intelligence environment 28

Experimentation in the industry for automation of unit testi...

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28th International Conference on Software Engineering and Knowledge Engineering, SEKE 2016

作者： Santos, Igor Peterson Oliveira Nascimento, André Vinícius R. P. Costa, Juli Kelle Góis Júnior, Methanias Colaço Pereira, Wenderson Campos Postgraduate Program in Computer Science - PROCC UFS - Federal University of Sergipe São Cristóvão/SE Brazil Competitive Intelligence Research and Practice Group -NUPIC Information Systems Departament - DSI UFS - Federal University of Sergipe Itabaiana/SE Brazil

ISBN: (纸本)189170639X

This paper presents an approach to automate the selection and execution of previously indentified test cases for loading procedures in Business Intelligence (BI) environments based on Data Warehouse (DW). To verify and validate the approach, a unit test framework was developed. The overall goal is achieve data quality improvement. The specific aim is reduce test effort and, consequently, promote test activities in data warehousing process. A controlled experiment evaluation was carried out to investigate the adequacy of the proposed method for data warehouse procedures development. The results of the experiment show that our approach clearly reduces test effort when compared with manual execution of test cases.

关键词： Data warehouses

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