2018 International Conference on Innovations in Information Technology (IIT)最新文献_第2页

Voronoi-based Secure kNN Queries over Spatial Data at the Cloud 基于voronoi的云空间数据安全kNN查询

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8606031

Eva Habeeb, Ayesha M. Talha, I. Kamel, Z. Aghbari

引用次数: 0

Blockchain for UAE Organizations: Insights from CIOs with Opportunities and Challenges 阿联酋组织的区块链:来自cio的机遇和挑战的见解

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8606033

May AlTaei, N. A. Barghuthi, Q. Mahmoud, Sonia Al Barghuthi, Huwida E. Said

引用次数: 6

Detecting Social Bots on Twitter: A Literature Review 检测Twitter上的社交机器人:一篇文献综述

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8605995

Eiman Alothali, Nazar Zaki, E. Mohamed, Hany Al Ashwal

{"title":"Detecting Social Bots on Twitter: A Literature Review","authors":"Eiman Alothali, Nazar Zaki, E. Mohamed, Hany Al Ashwal","doi":"10.1109/INNOVATIONS.2018.8605995","DOIUrl":"https://doi.org/10.1109/INNOVATIONS.2018.8605995","url":null,"abstract":"Due to the exponential growth in the popularity of online social networks (OSNs), such as Twitter and Facebook, the number of machine accounts that are designed to mimic human users has increased. Social bots accounts (Sybils) have become more sophisticated and deceptive in their efforts to replicate the behaviors of normal accounts. As such, there is a distinct need for the research community to develop technologies that can detect social bots. This paper presents a review of the recent techniques that have emerged that are designed to differentiate between social bot account and human accounts. We limit the analysis to the detection of social bots on the Twitter social media platform. We review the various detection schemes that are currently in use and examine common aspects such as the classifier, datasets, and selected features employed. We also compare the evaluation techniques that are employed to validate the classifiers. Finally, we highlight the challenges that remain in the domain of social bot detection and consider future directions for research efforts that are designed to address this problem.","PeriodicalId":319472,"journal":{"name":"2018 International Conference on Innovations in Information Technology (IIT)","volume":"148 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116537906","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: 71

Highly Secured Implantable Medical Devices 高度安全的植入式医疗设备

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8605968

Emad Hamadaqa, A. Abadleh, Ayoub Mars, W. Adi

引用次数: 14

Blockchain-based Ownership Management for Medical IoT (MIoT) Devices 基于区块链的医疗物联网(MIoT)设备所有权管理

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8606032

M. Alblooshi, K. Salah, Yousof Al-Hammadi

{"title":"Blockchain-based Ownership Management for Medical IoT (MIoT) Devices","authors":"M. Alblooshi, K. Salah, Yousof Al-Hammadi","doi":"10.1109/INNOVATIONS.2018.8606032","DOIUrl":"https://doi.org/10.1109/INNOVATIONS.2018.8606032","url":null,"abstract":"Recently, blockchain has been foreseen by industry and research community as a transformational and disruptive technology that is poised to play a major role in transforming the way we transact, trade, bank, track and register assets, and do business. Blockchain can potentially be used to provide trusted authenticity, origin, and ownership for IoT devices, in a way that is secure and decentralized without the involvement of a Trusted Third Parties (TTP) or centralized authorities and services. A TTP can be a subject to a single point of failure, and it can be disrupted, compromised or hacked. A TTP can potentially misbehave and become corrupt in the future, even if it is trustworthy now. This paper shows how Ethereum blockchain (with the powerful feature of programmability through smart contracts) can provide a trusted ownership management for medical IoT (MIoT) devices. Tracking the true ownership of MIoT devices is of a paramount importance as using counterfeited MIoT devices can be life-threatening to patients. The paper presents a general framework and solution to manage and trace back the true origin of ownership for an MIoT; whereby an MIoT device can be owned by multiple parties during its life cycle. The paper presents a detailed overview of our proposed system architecture, design, entity relationship, and interactions among all involved parties. The source code of the Ethereum smart contracts is made publicly available. Key aspects related to the algorithms, interactions, implementation and testing are discussed in the paper. Furthermore, we provide security analysis of our proposed solution in terms of satisfying the general security goals and also resiliency against popular attacks as those of DDoS, eavesdropping and replay attacks.","PeriodicalId":319472,"journal":{"name":"2018 International Conference on Innovations in Information Technology (IIT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123520107","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: 32

A comparative analysis of evolutionary algorithms for the prediction of software change 软件变更预测的进化算法比较分析

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8605988

Loveleen Kaur, A. Mishra

{"title":"A comparative analysis of evolutionary algorithms for the prediction of software change","authors":"Loveleen Kaur, A. Mishra","doi":"10.1109/INNOVATIONS.2018.8605988","DOIUrl":"https://doi.org/10.1109/INNOVATIONS.2018.8605988","url":null,"abstract":"Change-proneness prediction of software components has become a significant research area wherein the quest for the best classifier still persists. Although numerous statistical and Machine Learning (ML) techniques have been presented and employed in the past literature for an efficient generation of change-proneness prediction models, evolutionary algorithms, on the other hand, remain vastly unexamined and unaddressed for this purpose. Bearing this in mind, this research work targets to probe the potency of six evolutionary algorithms for developing such change prediction models, specifically for source code files. We employ apposite object oriented metrics to construct four software datasets from four consecutive releases of a software project. Furthermore, the prediction capability of the selected evolutionary algorithms is evaluated, ranked and compared against two statistical classifiers using the Wilcoxon signed rank test and Friedman statistical test. On the basis of the results obtained from the experiments conducted in this article, it can be ascertained that the evolutionary algorithms possess a capability for predicting change-prone files with high accuracies, sometimes even higher than the selected statistical classifiers.","PeriodicalId":319472,"journal":{"name":"2018 International Conference on Innovations in Information Technology (IIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129185139","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

Automatic Detection of Airline Ticket Price and Demand: A review 航空机票价格和需求的自动检测:综述

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8606022

J. Abdella, Nazar Zaki, K. Shuaib

引用次数: 8

Improved Power Control Approach for Better Data Throughput in CubeSat Nanosatellites 改进功率控制方法提高立方体卫星的数据吞吐量

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8605944

Fedeyya Almansoori, P. Marpu, Z. Aung

{"title":"Improved Power Control Approach for Better Data Throughput in CubeSat Nanosatellites","authors":"Fedeyya Almansoori, P. Marpu, Z. Aung","doi":"10.1109/INNOVATIONS.2018.8605944","DOIUrl":"https://doi.org/10.1109/INNOVATIONS.2018.8605944","url":null,"abstract":"Adaptive/Variable Coding and Modulation (ACM/VCM) techniques have been used to enhance the data throughput of CubeSat nanosatellites with limited resources and communication capabilities. On average, these techniques showed an improvement by almost doubling the data throughput over the traditional fixed modulation method. To move beyond that, we seek to further enhance the performance of the VCM/ACM techniques by considering the CubeSat’s power features. Altering the power level is a key contributor in the process of selecting the suitable modulation and coding option of the VCM/ACM techniques. In this paper, we introduce our approach named “Improved Power Control” (IPC), which is based on the combination of Adaptive Coding and Modulation (ACM) and Adaptive Power Control (APC) techniques.Simulation studies are performed on a sample remote-sensing CubeSat mission that takes photos from the payload camera and sends them to the ground station. Performance comparison of the three modulation techniques (fixed modulation, ACM, and IPC) is carried out with respect to the total data throughput and the total number of photos that can be downloaded from the CubeSat. The results show that the IPC approach, which considers the CubeSat’s power feature while applying the ACM technique, outperforms the simple fixed methods by a wide margin. When compared to the ACM method deployed alone, IPC offers 35% more data throughput and 80% more photos downloaded in the said remote-sensing CubeSat mission.","PeriodicalId":319472,"journal":{"name":"2018 International Conference on Innovations in Information Technology (IIT)","volume":"50 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130924971","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

Analysis of Pipelined KATAN Ciphers under Handle-C for FPGAs fpga在Handle-C下的流水线式KATAN密码分析

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8606012

Palwasha W. Shaikh, I. Damaj

{"title":"Analysis of Pipelined KATAN Ciphers under Handle-C for FPGAs","authors":"Palwasha W. Shaikh, I. Damaj","doi":"10.1109/INNOVATIONS.2018.8606012","DOIUrl":"https://doi.org/10.1109/INNOVATIONS.2018.8606012","url":null,"abstract":"Embedded Systems are everywhere from the smartphones we hold in our hands to the satellites that hover around the earth. These embedded systems are being increasingly integrated into our personal and commercial infrastructures. More than 98% of all processors are implanted and used in embedded systems rather than traditional computers. As a result, security in embedded systems now more than ever has become a major concern. Since embedded systems are designed to be low-cost, fast and real-time, it would be appropriate to use tiny, lightweight and highly secure cryptographic algorithms. KATAN and KATANTAN family of light-weight block ciphers are promising cryptographic options. In this paper, a sequential hardware design is developed under Handel-C. Taking a step further, Handel-C’s parallel construct is taken advantage of to develop a parallel-pipelined hybrid implementation. Both sequential and parallel-pipelined implementations are tested under Altera Quartus to implement and analyze hardware designs in conjunction with DK Design Suite’s Handel-C compiler. The developed designs are mapped to Altera’s Stratix II that is one of the industry’s highest bandwidth and density FPGAs. The results confirm that using Handel-C can provide faster implementations. The obtained results are promising and show better performance when compared with similar implementations–-specifically the developed parallel-pipelined processor.","PeriodicalId":319472,"journal":{"name":"2018 International Conference on Innovations in Information Technology (IIT)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131058486","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

Effect on Detection and False Alarm Probabilities For Various Amplitude Modulation Techniques 不同调幅技术对检测和虚警概率的影响

2018 International Conference on Innovations in Information Technology (IIT) Pub Date : 2018-11-01 DOI: 10.1109/INNOVATIONS.2018.8605999

M. F. Nasir, Ahmad Ali, Wasib Javed, Asim Altaf Shah, Junaid Imtiaz

{"title":"Effect on Detection and False Alarm Probabilities For Various Amplitude Modulation Techniques","authors":"M. F. Nasir, Ahmad Ali, Wasib Javed, Asim Altaf Shah, Junaid Imtiaz","doi":"10.1109/INNOVATIONS.2018.8605999","DOIUrl":"https://doi.org/10.1109/INNOVATIONS.2018.8605999","url":null,"abstract":"Wireless communication has seen rapid development in the past decade, resulting in a growing demand for radio spectrum. Scarcity and under-utilization of radio spectrum became a major obstacle which needed to be dealt with, in order to achieve further advancements. Cognitive Radio overcame this obstacle and is one of the vibrant solutions. The backbone of cognitive radio is spectrum sensing, conventional energy detector technique is used due to its simplicity and effectiveness. The successful use of cognitive radio depends on the capability of a reporting scheme to sense the spectrum. Soft and Hard spectrum sensing schemes have been put to use, to explore which scheme provides more favorable results. Cognitive radio is defined by two essential metrics which are probability of detection and probability of false alarm. There are several modulation techniques by which amplitude modulated signals are generated, namely DSB, SSB and QAM. A detailed analysis is presented for various amplitude modulation techniques which are subjected to cognitive radio technology. A mathematical model has also been presented that explains how each type of modulation eg. DSB, SSB and QAM directly effect probability of detection and probability of false alarm, while using both hard and soft spectrum sensing schemes. The simulation results show that all techniques have considerably close results, so selecting a technique is entirely dependent on the licensed users situation.","PeriodicalId":319472,"journal":{"name":"2018 International Conference on Innovations in Information Technology (IIT)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126899991","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