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2016 International Conference on Recent Trends in Information Technology (ICRTIT)最新文献

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A novel image steganographic technique using fast fourier transform 一种基于快速傅里叶变换的图像隐写技术
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569519
Afsha Shaukat, Mahesh Chaurasia, G. Sanyal
Steganography has always been competent in the field of data hiding by ensuring its remarkable behavior of preserving the secrecy of data. In order to maintain the secrecy of private data, the host data is being exploited to hide the information in such a way that it is unrecognizable to the human visual system thereby meeting the goals of steganography which are high embedding capacity, imperceptibility and robustness. Various amounts of work have been done in this field by a number of researchers. In this paper we have used a new image steganography technique using Fast Fourier Transform on the cover image Then the secret image is embedded into the two components of the cover image formed after applying the FFT on the cover image using the Least Significant Bit substitution method. The results obtained prove that this method is efficient and highly imperceptible to the human eye. The embedding capacity and the PSNR values clearly show the uniqueness of our proposed method.
隐写术一直是数据隐藏领域的佼佼者,它能保证数据的保密性。为了保持私有数据的保密性,利用宿主数据将信息隐藏起来,使其不被人类视觉系统识别,从而达到隐写术的高嵌入容量、隐蔽性和鲁棒性的目标。许多研究人员在这个领域做了大量的工作。本文采用了一种新的图像隐写技术,对封面图像进行快速傅里叶变换,然后用最小有效位替换法对封面图像进行FFT处理后,将秘密图像嵌入到封面图像的两个分量中。实验结果表明,该方法是一种有效的、人眼不易察觉的方法。嵌入容量和PSNR值清楚地显示了我们提出的方法的唯一性。
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引用次数: 7
Streaming data classification 流数据分类
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569525
Srilakshmi Annapoorna, P. V. Mirnalinee
In the evolving technology of big data, high velocity data streams play a vital role since pattern of data is being changed over time. The temporal pattern change in data stream leads to a concept evolution called concept drift where statistical properties of data differs from time to time and the drift is taken into account in order to update old and outdated classifier and make it adaptable to new data arrival and pattern change over. In order to classify the stream data, a scalable efficient classification algorithm is to be designed which perfectly classifies the data with minimizing misclassification rate in presence of concept drift due to high velocity data. Training time of the classifier must be reduced in order to reduce computational complexity. In this work, a novel algorithm has been implemented using Random Forest with stratified random sampling and Bloom filtering in order to reduce the training time and to handle high velocity data. Experimental results are shown by performing classification with sampling, classification with filtering and classification with sampling and filtering. This enhances the performance of the algorithm by decreasing the training time and testing time of the classifier with negligible compromise in accuracy of classification.
在不断发展的大数据技术中,高速数据流发挥着至关重要的作用,因为数据的模式正在随着时间的推移而变化。数据流中的时间模式变化导致称为概念漂移的概念演变,其中数据的统计属性随时间而变化,并且考虑到漂移,以便更新旧的和过时的分类器,使其适应新数据的到来和模式的变化。为了对流数据进行分类,需要设计一种可扩展的高效分类算法,在高速数据存在概念漂移的情况下,对数据进行完美的分类,使误分类率降到最低。为了降低计算复杂度,必须减少分类器的训练时间。为了减少训练时间和处理高速数据,本文提出了一种基于分层随机采样和布隆滤波的随机森林算法。通过采样分类、滤波分类和采样滤波分类,得到了良好的实验结果。这通过减少分类器的训练时间和测试时间来提高算法的性能,而分类精度的损失可以忽略不计。
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引用次数: 4
Junction based urban scenario High Speed Node Detection (JBUS-HSND) and alerting system on VANET 基于节点的城市场景高速节点检测(JBUS-HSND)和VANET报警系统
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569512
Intelligent Transport System (ITS) is one of the major paradigms in Wireless Sensor Networks. Intelligent Transport System plays an important role because of its ability to enhance safety on vehicles. Due to the fact experimentation of data transmission scheme on large number of vehicles is very expensive in nature so such safety system on VANET should be tested in simulation to narrow down the gap. The HSND (High Speed Node Detection) Protocol is employed to ensure the detection of high speed node(HSN) and alerting the other nodes which are closer to the HSN node. The environment of VANET is generally of higher traffic dynamics and topology changes. It is a challenging issue to avail the required data transmission on Vehicle-To-Vehicle (V2V) channel. Considering the fact, focus on the detection of victim nodes and high speed indication on junction based urban scenario was not still obtained. In consideration of previous researches only semi urban message transmission and highway scenarios are considered. In this study, we simulate hundreds of IEEE 802.11p nodes on junction based urban scenario and each node is under the consideration of DSDV (Destination-Sequenced Distance-Vector). DSDV is a table driven routing scheme for Ad-Hoc Mobile Networks. As a result we found all the vehicles with in specific distance from HSN node gets alert and the victim node details are stored.
智能交通系统(ITS)是无线传感器网络的主要模式之一。智能交通系统在提高车辆安全性方面发挥着重要作用。由于在大量车辆上进行数据传输方案的实验是非常昂贵的,因此应该在VANET上对这种安全系统进行模拟测试,以缩小差距。HSND (High Speed Node Detection,高速节点检测)协议用于保证高速节点(HSN)被检测到,并向靠近HSN节点的其他节点发出警报。VANET的环境通常具有较高的流量动态性和拓扑变化。如何在车对车(V2V)信道上实现所需的数据传输是一个具有挑战性的问题。考虑到这一事实,仍然没有得到重点关注的受害者节点的检测和高速指示基于交叉口的城市场景。考虑到以往的研究只考虑了半城市信息传输和高速公路场景。在本研究中,我们在基于路口的城市场景中模拟了数百个IEEE 802.11p节点,每个节点都在DSDV (Destination-Sequenced Distance-Vector)的考虑下。DSDV是一种用于Ad-Hoc移动网络的表驱动路由方案。结果发现,所有距离HSN节点一定距离的车辆都得到了警报,并存储了受害节点的详细信息。
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引用次数: 3
Low power high speed D flip flop design using improved SVL technique 基于改进SVL技术的低功耗高速D触发器设计
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569521
G. Sushma, V. Ramesh
D flip flops are extensively used in analog, digital and mixed signal systems. D flip flops are first choice to realize different counters, shift registers and other circuits. One major consequence of scaling of CMOS technology is leakage power. To decrease power consumption and to improve life time of battery, the voltage supplied to the given circuit during standby mode should be reduced. This paper proposes a new D flip flop design which employs improved SVL technique in order to reduce power consumption due to leakage currents in standby mode. Also the proposed design uses less number of clocked transistors, thus reduces the dynamic power consumption as well as delay compared to existing design. Proposed design achieves 60.54% reduction in power delay product in comparison with existing D flip flop design. Both existing design and proposed design are simulated using Tanner T spice tool at 45nm technology.
D触发器广泛应用于模拟、数字和混合信号系统中。D触发器是实现不同计数器、移位寄存器和其他电路的首选。CMOS技术规模化的一个主要后果是漏功率。为了降低功耗和延长电池的使用寿命,应降低待机模式下给定电路的电压。本文提出了一种采用改进SVL技术的新型D触发器设计,以降低待机时漏电流造成的功耗。此外,与现有设计相比,所提出的设计使用的时钟晶体管数量较少,从而降低了动态功耗和延迟。与现有的D触发器设计相比,本设计实现了60.54%的功率延迟产品降低。现有设计和提出的设计都使用Tanner T spice工具在45纳米技术下进行了模拟。
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引用次数: 5
Storage memory/NVM based executable memory interface IP for advanced IoT applications 存储内存/基于NVM的可执行内存接口IP,用于高级物联网应用
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569556
M. Dinesh, R. Bhakthavatchalu
Internet of Things (IoT) devices is getting increasingly popular in every aspect of life. From health care monitors, activity/sleep trackers to industry/home automation, IoT devices and system-on-chip (SoC) have huge research potential. This paper presents a new memory interface intellectual property (IP) developed for interfacing IoT SoC with storage class memory or non-volatile memory (NVM). So the novelty of this IP is that it enables storage class memory which stands invisible to core as executable memory for low to medium sized IoT SoC's. Currently the devices available in the market have to be synced in to cloud or a device with higher memory bandwidth frequently as the inbuilt SRAM/DDR memory have limited executable memory space. So this interface can be used in the SoC with a high capacity NVM using an interface IP using advanced caching algorithms, this potential limitation can be eliminated.
物联网(IoT)设备在生活的各个方面越来越受欢迎。从医疗保健监视器、活动/睡眠追踪器到工业/家庭自动化,物联网设备和片上系统(SoC)具有巨大的研究潜力。本文提出了一种新的存储接口知识产权(IP),用于物联网SoC与存储级存储器或非易失性存储器(NVM)的接口。因此,这个IP的新颖之处在于,它使存储类内存能够作为低到中等规模物联网SoC的可执行内存而对核心不可见。由于内置SRAM/DDR内存的可执行内存空间有限,目前市场上可用的设备必须经常同步到云或具有更高内存带宽的设备。因此,该接口可以用于具有高容量NVM的SoC中,使用使用高级缓存算法的接口IP,可以消除这种潜在的限制。
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引用次数: 2
Development Of street lighting system with vehicular sensing at low light intensity based on ZigBee intelligence 基于ZigBee智能的低光强车辆传感街道照明系统的开发
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569520
V. S. P. Nayak, A. Krishna, Asmita Rangari, B. Sammunayak, K. Madhukar
A new method is proposed here for the automation of the street lighting system using the wireless ZigBee module. This module provides a perfect scheme for the operation of alternate street lighting system that is both automatic and manual. LDR and IR sensor are the backbone of this project. The LDR Sensors are used here to detect the day and night and the sensors to detect any obstacle (vehicle/mobile) passing by and accordingly the lights will be switched on and off. The Graphical User Interface (GUI) is created on MATLAB and can be used to manually operate the lights from the base station. Considerable amount of energy will be saved by the application of this module. A prototype was developed based upon this idea.
本文提出了一种利用无线ZigBee模块实现街道照明系统自动化的新方法。该模块为自动和手动交替的街道照明系统的运行提供了一个完善的方案。LDR和IR传感器是这个项目的支柱。LDR传感器用于检测白天和黑夜,传感器用于检测经过的任何障碍物(车辆/移动设备),相应的灯将被打开和关闭。图形用户界面(GUI)是在MATLAB上创建的,可用于从基站手动操作灯光。该模块的应用将节省大量的能源。一个原型是基于这个想法开发出来的。
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引用次数: 6
Biometric signcryption using hyperelliptic curve and cryptographically secure random number 基于超椭圆曲线和密码安全随机数的生物特征签名加密
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569557
K. Sathya, V. Rajasekar, J. Premalatha
The biometric system stores physiological traits of user such as finger print, iris, palm, patterns of veins etc. Iris signcryption is the most successful way to improve the information security because iris consists of most accurate features compared to other authentication systems. In order to provide better security and less computational time lightweight cryptographic scheme called signcryption has introduced. Signcryption is a logical combination of encryption and signature. Cryptographically secure random numbers are used as private key in encryption segment and as key in generating signature of SHA-1 segment. Generally the random numbers passing the NIST Test suite fails to satisfy cryptographically secure requirements. An approach called twining technique along with AES in counter mode is used to generate cryptographically random numbers from the seed values of sensors. Twining technique is a novel method to minimize co linearity that occurs while extracting seed from multiple sensors housed in same environment. One of the most recent researches in the area of public key cryptography is HyperElliptic Curve Cryptography (HECC) because HECC uses smaller key size and less computational time. In the proposed biometric signcryption, biometric data, HECC and cryptographically secure random numbers are used to derive the signcrypted value of iris.
生物识别系统存储用户的生理特征,如指纹、虹膜、手掌、静脉图案等。虹膜签名加密是提高信息安全性的最成功的方法,因为与其他身份验证系统相比,虹膜包含了最准确的特征。为了提供更好的安全性和更少的计算时间,引入了一种称为签名加密的轻量级加密方案。签名加密是加密和签名的逻辑组合。采用加密安全随机数作为加密段的私钥和生成SHA-1段签名的密钥。通常,通过NIST测试套件的随机数不能满足加密安全要求。一种称为缠绕技术的方法与计数器模式下的AES一起用于从传感器的种子值生成加密随机数。缠绕技术是一种消除同一环境下多个传感器种子提取过程中共线性的新方法。超椭圆曲线密码术(HyperElliptic Curve cryptography, HECC)由于其使用的密钥尺寸更小,计算时间更短,是目前公钥加密领域研究的热点之一。该方法利用生物特征数据、HECC和加密安全随机数来推导虹膜的加密值。
{"title":"Biometric signcryption using hyperelliptic curve and cryptographically secure random number","authors":"K. Sathya, V. Rajasekar, J. Premalatha","doi":"10.1109/ICRTIT.2016.7569557","DOIUrl":"https://doi.org/10.1109/ICRTIT.2016.7569557","url":null,"abstract":"The biometric system stores physiological traits of user such as finger print, iris, palm, patterns of veins etc. Iris signcryption is the most successful way to improve the information security because iris consists of most accurate features compared to other authentication systems. In order to provide better security and less computational time lightweight cryptographic scheme called signcryption has introduced. Signcryption is a logical combination of encryption and signature. Cryptographically secure random numbers are used as private key in encryption segment and as key in generating signature of SHA-1 segment. Generally the random numbers passing the NIST Test suite fails to satisfy cryptographically secure requirements. An approach called twining technique along with AES in counter mode is used to generate cryptographically random numbers from the seed values of sensors. Twining technique is a novel method to minimize co linearity that occurs while extracting seed from multiple sensors housed in same environment. One of the most recent researches in the area of public key cryptography is HyperElliptic Curve Cryptography (HECC) because HECC uses smaller key size and less computational time. In the proposed biometric signcryption, biometric data, HECC and cryptographically secure random numbers are used to derive the signcrypted value of iris.","PeriodicalId":351133,"journal":{"name":"2016 International Conference on Recent Trends in Information Technology (ICRTIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133155865","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: 5
Elaborative survey on storage technologies for XML big data: A real-time approach XML大数据存储技术综述:一种实时方法
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569569
S. Sankari, S. Bose
Recent tremendous increase in the use of huge amount of XML data over the web leads to the development of new technologies. The special characteristic of XML is its flexible structure that makes XML as the widely used data format. Big data generally refers large amount of data of any type. As the size of the XML data is increased, XML big data takes the advantage of considering both XML and big data. Hence, innovative technologies are essential to handle XML big data. Therefore, it is necessary for the technologies to emphasize more on storage and management of XML big data. We elucidate the fundamental features of XML and big data. An important aspect of this survey is about the considerations of storage technologies for XML big data in real-time applications. This paper provides a review on latest technologies that can store, process and manage XML big data efficiently. In particular, the paper outlines the efficient storage technologies that can be applied to support XML big data. On the whole, based on the current technologies and literature review, our paper enumerates XML big data storage technologies that are available for real-world applications.
最近在web上大量使用XML数据的巨大增长导致了新技术的发展。XML的特殊之处在于其灵活的结构使其成为广泛使用的数据格式。大数据一般是指任何类型的大量数据。随着XML数据大小的增加,XML大数据利用了同时考虑XML和大数据的优势。因此,创新技术对于处理XML大数据至关重要。因此,有必要对XML大数据的存储和管理技术进行进一步的重视。我们阐明了XML和大数据的基本特征。本调查的一个重要方面是关于在实时应用程序中对XML大数据存储技术的考虑。本文综述了XML大数据高效存储、处理和管理的最新技术。特别地,本文概述了可用于支持XML大数据的高效存储技术。总的来说,在对现有技术和文献综述的基础上,本文列举了可用于实际应用的XML大数据存储技术。
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引用次数: 1
Invoicing and analytics for small and micro manufacturing enterprises 为小微制造企业开发票和分析
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569571
M. Devi, A. Priya
Data mining is an interdisciplinary subfield of computer science. Invoicing is a commercial document issued by the seller to the buyer. Payment terms are stated in the invoice. Customer can view the invoice through online billing portal. The objective of this paper is to create Business Intelligence Solution for Sriram Industries and Sriram Wire Products which is the small and the micro enterprise. The software includes three modules User login, Company profile, Invoicing and analytics. Sampling algorithm is used for generating the random graph with the given degree of sequence in the analytical module and the invoice module automatically creates a printable invoice for the company defined tax structure. The software is created by using the open source technologies like J2EE platform, Spring MVC framework, Hibernate ORM, Jfree chart and itext PDF to make affordable to the enterprises. Analytics module enables the complete business intelligence and provides the detailed information about the sales analytics, invoice status, customer's payment status and item analytics.
数据挖掘是计算机科学的一个跨学科分支领域。发票是卖方发给买方的商业单据。付款条件在发票上有说明。客户可以通过在线计费门户查看发票。本文的目标是为小微企业Sriram Industries和Sriram Wire Products创建商业智能解决方案。该软件包括三个模块:用户登录、公司简介、发票和分析。分析模块使用抽样算法生成给定序列度的随机图,发票模块根据公司定义的税务结构自动生成可打印的发票。本软件采用了J2EE平台、Spring MVC框架、Hibernate ORM、Jfree图表和文本PDF等开源技术,使企业能够负担得起。分析模块实现完整的商业智能,提供销售分析、发票状态、客户付款状态和商品分析等详细信息。
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引用次数: 3
HDI based data ownership model for smart cities 基于HDI的智慧城市数据所有权模型
Pub Date : 2016-04-08 DOI: 10.1109/ICRTIT.2016.7569514
S. Chowdhury, S. Dhawan
The advent of Machine to machine communication, and the indomitable push of the scientific community towards smart living has given birth to a new reality. This reality includes waking up to a smart home, travelling to work place using a smart vehicle, making smart decisions for the day which are backed more by technology than by instincts and that reality has been given a name and a physical existence in the form of “Smart City”. The single most characteristic quality of a smart city is categorized by the large amounts of data it produces. This data which is generated provides a lot of information about the usage as well as the user characteristics of the devices used. At, this point we look towards an important aspect which deals with humans as the center of the data ecosystem. In this paper we systematically analyze different facets of human data interaction with respect to the smart cities. The paper revolves around the parameters on the basis of which the ownership of data is decided which has been derived from an extensive survey and how the ownership aspect pans out with the dimensions of smart city. Finally, we discuss about the category of devices which dominate the smart city system and conclude upon how HDI could shape the future of smart cities.
机器对机器通信的出现,以及科学界对智能生活的不屈不挠的推动,催生了一个新的现实。这种现实包括在智能家居中醒来,使用智能汽车前往工作地点,为一天做出明智的决定,这些决定更多地是由技术而不是本能支持的,这种现实被赋予了一个名字,并以“智能城市”的形式存在。智慧城市最具特色的品质是它产生的大量数据。这些生成的数据提供了大量关于使用情况以及所使用设备的用户特征的信息。在这一点上,我们着眼于一个重要的方面,即处理人类作为数据生态系统的中心。在本文中,我们系统地分析了智能城市中人类数据交互的不同方面。本文围绕着数据所有权决定的参数展开,这些参数来自于广泛的调查,以及所有权方面如何与智慧城市的维度相结合。最后,我们讨论了主导智慧城市系统的设备类别,并总结了HDI如何塑造智慧城市的未来。
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引用次数: 3
期刊
2016 International Conference on Recent Trends in Information Technology (ICRTIT)
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