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2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)最新文献

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Diagnosis of diabetes mellitus using PSO and KNN classifier 应用PSO和KNN分类器诊断糖尿病
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284446
Rohit Bansal, Sushil Kumar, A. Mahajan
{"title":"Diagnosis of diabetes mellitus using PSO and KNN classifier","authors":"Rohit Bansal, Sushil Kumar, A. Mahajan","doi":"10.1109/IC3TSN.2017.8284446","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284446","url":null,"abstract":"Diabetes is a complex disease whose prevalence is constantly increasing due to lifestyle changes and an aging population. This paper presents a pre-processing step \"the selection of attributes” that plays an important role in data mining. It allows to build a model describing the data by removing the redundant, irrelevant or noisy attributes. Applied to the task of classification in data mining, it ensures a reduction in the size of the problem, which reduces the duration of learning and simplifies the learned model. This simplification generally facilitates the interpretation of this model. It also makes it possible to avoid the phenomenon of over-learning improving the accuracy of the prediction and the understanding of the classifier. In this approach the KNN classifier is used for classification.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127169852","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: 9
Modeling of PV array using P&O algorithm in boost converter 升压变换器中基于P&O算法的光伏阵列建模
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284482
R. Sen, Anjali Garg, Alka Singh
{"title":"Modeling of PV array using P&O algorithm in boost converter","authors":"R. Sen, Anjali Garg, Alka Singh","doi":"10.1109/IC3TSN.2017.8284482","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284482","url":null,"abstract":"The paper describes in detail the generation of solar power using a single diode photovoltaic cell (PV) model (SDPVM) in MATLAB Simulink GUI platform. The paper has done the Solar PV module modelling in MATLAB (Simulink) platform under different temperature and varying solar radiation. Current-Voltage (I-V) and Power-Voltage (P-V) curve are plotted in MATLAB Simulink. Here the tracking of maximum power is done using Perturn and Observer (P&O) algorithm. The solar output voltage is amplified using boost converter. The effect of solar radiation on different parameters are obtained in the paper. The simulation permits the user to change the number of PV panels so that to evaluate the number of panel assessment in regards of cost, optimization efficiency.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115784111","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
Detection of black hole attack in enhanced AODV protocol 增强型AODV协议中黑洞攻击检测
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284462
J. V. Vadavi, Ashwini G. Sugavi
{"title":"Detection of black hole attack in enhanced AODV protocol","authors":"J. V. Vadavi, Ashwini G. Sugavi","doi":"10.1109/IC3TSN.2017.8284462","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284462","url":null,"abstract":"Wireless Adhoc network is decentralized in nature which means it is independent of base station and do not rely on fixed routers to route packets from source to destination and also is dynamic in nature which is made up of mobile nodes. Although there are multiple proficient reactive protocols like AODV, TORA, DSR etc. there are some loop holes in these reactive protocols which are of on-demand type. One of the serious problem identified in such protocols is black hole attack, in which a malicious node (or group of malicious nodes) in the network act as legitimate node but actually does some superfluous actions in the network. It is very important to identify this type of malicious nodes in the initial stage so that further complications can be avoided. At present, normal AODV which is based on hop-count metric to detect the packets suffer from black hole type of attack. In this proposed work, care is taken to enhance the AODV protocol by making it delay aware. Detecting the black hole attack and avoiding them in participating in the network transactions is the primary focus of this paper. All nodes in network are ranked based on their distance from particular node which wishes to send packets through the network.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132139729","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: 9
Asymmetric optical image encryption using random Hilbert mask based on fast walsh hadamard transform 基于快速walsh hadamard变换的随机Hilbert掩码非对称光学图像加密
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284508
Mehak Khurana, Hukum Singh
{"title":"Asymmetric optical image encryption using random Hilbert mask based on fast walsh hadamard transform","authors":"Mehak Khurana, Hukum Singh","doi":"10.1109/IC3TSN.2017.8284508","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284508","url":null,"abstract":"A new image asymmetric encryption technique using Radial Hilbert mask (RHM) based on Fast Walsh Hadamard Transform (FWHT) is proposed for security enhancement. In this technique, bits of the secret image to be transmitted is randomized by shuffling the bits randomly. The obtained scrambled image is then masked with RHM and random phase mask (RPM) using asymmetric encryption in FWHT domain to get final encrypted image. FWHT has been used in the cryptosystem as protects from the quantization error and image can be perfectly reconstructed. The proposed scheme also includes RHM which increases the key space and makes it robust to many attacks. The proposed cryptosystem's robustness has been analyzed on the basis of different parameters by simulating on MATLAB 8.1.0 (R2012b). The simulation result highlights the robustness, suitability and effectiveness of the proposed cryptosystem.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130721158","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
Error estimation of artificial neural network with varying inputs 变输入人工神经网络的误差估计
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284447
Amandeep Singh, M. Bhatia, Veenu
{"title":"Error estimation of artificial neural network with varying inputs","authors":"Amandeep Singh, M. Bhatia, Veenu","doi":"10.1109/IC3TSN.2017.8284447","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284447","url":null,"abstract":"In case of processing time series analysis, learning becomes complex and time consuming, hence training algorithms are required that are robust and accurate. The proposed paper compares performance in minimizing the error function using training method using a modified version of Rprop (Resilient Propagation) for regression analysis performed on three datasets from UCI repository-Forest Fire, Concrete Compressive Strength and Energy Efficiency dataset.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134412393","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
Optical asymmetric cryptosystem centered on fractional fourier domain using Hilbert phase mask 利用希尔伯特相位掩模以分数阶傅里叶域为中心的光学非对称密码系统
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284471
P. Yadav, Hukum Singh
{"title":"Optical asymmetric cryptosystem centered on fractional fourier domain using Hilbert phase mask","authors":"P. Yadav, Hukum Singh","doi":"10.1109/IC3TSN.2017.8284471","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284471","url":null,"abstract":"In order to enhance the confidentiality we propose a new technique in visual image encryption system. In this technique asymmetric cryptosystem is carried out in the Fractional Fourier Transform (FrFT). The phase masks used here are different from the random phase masks (RPM) used in conventional Double Random Phase Encoding (DRPE) system. Here, we make use of Radial Hilbert Mask (RHM) along with RPM. Also, different keys are used for encryption and decryption purpose to make the system much more secure. Mean Square Errors (MSE) and Peak Signal to Noise Ratio (PSNR) are calculated for the proposed algorithm.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124732927","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: 3
Data recovery in Forensics 取证中的数据恢复
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284474
Shashank Tomer, A. Apurva, Pranshu Ranakoti, Saurav Yadav, N. Roy
{"title":"Data recovery in Forensics","authors":"Shashank Tomer, A. Apurva, Pranshu Ranakoti, Saurav Yadav, N. Roy","doi":"10.1109/IC3TSN.2017.8284474","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284474","url":null,"abstract":"In today's world, Cyber Security and Forensics are in great demand in this data recovery plays an important role. In certain scenarios, the data storage devices could be destroyed or damaged by the convict and this is where data recovery comes in to play and recover data from these artifacts. This field of data recovery is known to many criminals and they always try to bypass the current recovery techniques whereas the organizations always tries to discover newer and more reliable recovery techniques to tackle this situation. This paper discusses majorly about data recovery in cyber forensics and the procedures of cyber forensics. We also discuss how data can be recovered in harsh conditions such as burnt HDD, challenges faced by experts and also the conditions where data recovery is not possible are also described in the paper.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"282 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131620584","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
Indoor positioning system using visible light communication 室内定位系统采用可见光通信
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284455
Sakshi Juneja, Sharda Vashisth
{"title":"Indoor positioning system using visible light communication","authors":"Sakshi Juneja, Sharda Vashisth","doi":"10.1109/IC3TSN.2017.8284455","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284455","url":null,"abstract":"Visible Light Communication (VLC) technology using light emitting diodes (LEDs) is spreading as it has huge scope in applications such as indoor positioning. On the subsisting lighting infrastructure trilateration is applied to localize any device, to localize any device, using LED bulbs as host and using its light sensing capability. On-off keying technique is adopted to allow the trusted location coming from many light sources which are uncoordinated over the shared optical medium. Also, in indoor wireless optical communications, OFDM is used to reduce the results of multiple path deformity of the increased data rate and optical channel. VLC being advantageous, an indoor positioning system is designed using LEDs, an image sensor (IS) and an accelerometer sensor (AS) from mobile devices. High exactness is provided by it.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128723129","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: 14
A new substitution-permutation network cipher using Walsh Hadamard Transform 一种新的基于Walsh Hadamard变换的替换置换网络密码
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284470
R. Girija, Hukum Singh
{"title":"A new substitution-permutation network cipher using Walsh Hadamard Transform","authors":"R. Girija, Hukum Singh","doi":"10.1109/IC3TSN.2017.8284470","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284470","url":null,"abstract":"As we all know Cryptography is one of the oldest technique analogous to Mathematics. Modern cryptography progressed some systematic methods for providing confidentiality, Integrity, Availability and Authenticity. The contrast in between symmetric key cryptosystem is Block cipher and Stream cipher. Block Cipher is important primordial in modern cryptography and network security. In this paper, we investigate the structure of Substitution and Permutation Network (SPN) Cipher and constructing it using Walsh — Hadamard Transform (WHT). S-Boxes are the key component of SPN cipher. WHT is characteristics two case of DFT and it is mainly used for computation of Non-linearity. Most of the Cryptographic properties are connected with Walsh transformation.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123637314","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: 8
Deep web & online anonymity 深层网络和在线匿名
2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) Pub Date : 2017-10-01 DOI: 10.1109/IC3TSN.2017.8284479
Pranshu Ranakoti, Saurav Yadav, A. Apurva, Shashank Tomer, N. Roy
{"title":"Deep web & online anonymity","authors":"Pranshu Ranakoti, Saurav Yadav, A. Apurva, Shashank Tomer, N. Roy","doi":"10.1109/IC3TSN.2017.8284479","DOIUrl":"https://doi.org/10.1109/IC3TSN.2017.8284479","url":null,"abstract":"Deep web, a hidden and encrypted network that crawls beneath the surface web today has become a social hub for various criminals who carry out their crime through the cyber space and all the crime is being conducted and hosted on the Deep Web. This research paper is an effort to bring forth various techniques and ways in which an internet user can be safe online and protect his privacy through anonymity. Understanding how user's data and private information is phished and what are the risks of sharing personal information on social media.","PeriodicalId":322178,"journal":{"name":"2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127397396","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
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