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2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)最新文献

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Hardware and software implementation of new induced polarization detection system 新型感应极化检测系统的硬件和软件实现
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529406
R. He, Wenhao Li, Mengxi Zhang, Shenghui Liu, Yueyun Luo, Yong Qiu, Qisheng Zhang
{"title":"Hardware and software implementation of new induced polarization detection system","authors":"R. He, Wenhao Li, Mengxi Zhang, Shenghui Liu, Yueyun Luo, Yong Qiu, Qisheng Zhang","doi":"10.1109/DIPDMWC.2016.7529406","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529406","url":null,"abstract":"Induced polarization detection system (induced polarization instrument for short) conducts prospecting and solves geological problems by the induced polarization method in electric prospecting. The induced polarization instrument includes hardware and software parts. Hardware is mainly composed of main control unit, transmitter unit and receiver unit and power supply unit. System software implemented with C programming language and completed the development of core drivers and related applications, and can realize the human-machine interaction. The schematic circuit diagram is prepared through Altium Designer software. The instrument is assembled after making PCB, and many field tests are carried out. Test data show that the instrument can properly collect potential information, and meet the design requirements.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"173 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131424000","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
Origin (dynamic blacklisting) based spammer detection and spam mail filtering approach 基于起源(动态黑名单)的垃圾邮件发送者检测和垃圾邮件过滤方法
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529371
N. Agrawal, Shailendra Singh
{"title":"Origin (dynamic blacklisting) based spammer detection and spam mail filtering approach","authors":"N. Agrawal, Shailendra Singh","doi":"10.1109/DIPDMWC.2016.7529371","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529371","url":null,"abstract":"Emails are the basic unit of internet applications. Many emails are sent & received everyday with an exponential growth day by day but spam mail has become a very serious problem in email communication environment. There are number of content-based filter techniques available namely text based, image based filtering and many more others to filter spam mails. These techniques are costlier in respect of computation and network resources as they require the examination of whole message and computation on whole content at the server. These filters are also not in dynamic nature because the nature of spam mail and spammer changes frequently. We proposed origin based spam-filtering approach, which works with respect to header information of the mail regardless of the body content of the mail. It optimizes the network and server performance.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134213444","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: 10
Scalable processor core for high-speed pattern matching architecture on FPGA 基于FPGA的高速模式匹配架构的可扩展处理器核心
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529380
A. Alyushin, S. Alyushin, V. Arkhangelsky
{"title":"Scalable processor core for high-speed pattern matching architecture on FPGA","authors":"A. Alyushin, S. Alyushin, V. Arkhangelsky","doi":"10.1109/DIPDMWC.2016.7529380","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529380","url":null,"abstract":"In recent pattern matching architecture researches, there has been much attention to high-throughput implementations with reconfiguration on the fly on FPGAs as well as ASICs. In this paper, we propose to use self-organizing approach to synthesize two-dimensional map (cluster) of a simple processing units with lateral links for fast pattern matching of one-dimensional input event. We suggest scalable processor core with heterogeneous cluster architecture. Experimental results show that the proposed architecture has advantages over the previously developed architectures in the terms of operating frequency, time delay and data bandwidth. For state-of-the-art FPGA we achieve operating frequency 600-500 MHz for the processor core with single cluster (input pattern of 8-512 bits, rule set of 64 bits), 490-440 MHz for the processor core with multiple clusters (rule set of 128 - 4096 bits, input pattern of 512 bits). Each cluster is characterized by low pipeline time delay of 3 ~ 5 clock cycles.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124970642","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: 11
Development approach to the attack modeling for the needs of cyber security education 针对网络安全教育需求的攻击建模开发方法
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529392
B. Ivanc, B. Blažič
{"title":"Development approach to the attack modeling for the needs of cyber security education","authors":"B. Ivanc, B. Blažič","doi":"10.1109/DIPDMWC.2016.7529392","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529392","url":null,"abstract":"Critical infrastructure faces changed landscape of threats which requires progress in the understanding of highly sophisticated attacks. A reflection of this awareness is the upcoming technical documentation of umbrella organizations in critical infrastructure. The attack modeling is an important approach in the design stage of the system. The attack tree is a structural technique for attack modeling. In terms of graphic presentation, attack trees are not complex and can be designed manually, also, they are an important tool in recognizing threats and evaluating risks. The absence of the presentation of comprehensive and systematic approaches to the attack modeling is often reflected in rather generalized and inconsistent presentations of the attack modeling as well as in difficult transfer of attack modeling techniques into practice. The current absence of the agreement and lack of consistency in the development approach of structural attack models limits the transfer of concepts in the field of cyber-attacks to educational environments. The purpose of the paper is to present, in clear practical example, a proposal for the development approach to the attack modeling. Thus, we want to contribute to the implementation of attack modeling into practice, especially in the field of cyber security education.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126040592","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
Practical studying of Wi-Fi network vulnerabilities Wi-Fi网络漏洞的实践研究
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529394
Aigerim Ismukhamedova, Yelena Satimova, A. Nikiforov, N. Miloslavskaya
{"title":"Practical studying of Wi-Fi network vulnerabilities","authors":"Aigerim Ismukhamedova, Yelena Satimova, A. Nikiforov, N. Miloslavskaya","doi":"10.1109/DIPDMWC.2016.7529394","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529394","url":null,"abstract":"Currently great attention is paid to the operating system (OS) protection against malicious malware, viruses, etc. Wi-Fi is the most popular and demanded way of connection to the Internet, which is used in many companies and by the individuals. Wi-Fi is a widespread technology and in different situations it requires additional software for a protected installation. Wi-Fi networks can be cracked, and personal data can be stolen or compromised. A process of Wi-Fi network's hacking for educational purposes is considered in the paper. Some hacking techniques are shown as implemented in the laboratory works.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129923137","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
Variable decomposition in total variant regularizer for denoising/deblurring image 基于全变量正则化器的图像去噪去模糊变量分解
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529373
E. Sahragard, H. Farsi
{"title":"Variable decomposition in total variant regularizer for denoising/deblurring image","authors":"E. Sahragard, H. Farsi","doi":"10.1109/DIPDMWC.2016.7529373","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529373","url":null,"abstract":"The aim of image restoration is to obtain a higher quality desired image from a degraded image. In this strategy, an image inpainting methods fill the degraded or lost area of the image by appropriate information. This is performed in such a way so that the resulted image is not distinguishable for a casual person who is not familiar with the original image. In this paper, the various images are degraded with different ways: 1) the blurring and adding noise in the original image, and 2) losing a percentage of the pixels of the original image. Then, the proposed method and other methods are performed to restore the desired image. It is required that the image restoration method use optimization methods. In this paper, a linear restoration method is used based on the total variation regularizer. The variable of optimization problem is decomposed, and the new optimization problem is solved by using Lagrangian augmented method. The experimental results show that the proposed method is faster, and the restored images have higher quality than other methods.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116101590","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
A generalized probabilistic approach for managing inconsistency to improve classifier accuracy 一种用于管理不一致性以提高分类器准确性的广义概率方法
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529366
J. Sil, Jaydeep Sen
{"title":"A generalized probabilistic approach for managing inconsistency to improve classifier accuracy","authors":"J. Sil, Jaydeep Sen","doi":"10.1109/DIPDMWC.2016.7529366","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529366","url":null,"abstract":"Removal of inconsistency from a data set contributes significantly in improving classification accuracy. Inconsistency occurs when attributes of objects have same value but they belong to different classes. Inconsistency is either inherent in the data set or appear during different data preprocessing steps, like discretization, dimensionality reduction and missing value prediction. The aim of the paper is to develop a generalized inconsistency handling scheme based on probability distribution unlike the previous methods which are context dependent. We propose two algorithms to remove inconsistency by assigning class labels to the objects afresh based on the statistical properties of the training data set. The ultimate goal of this research work is to generate consistent data which provide superior classification accuracy compare to the original data set. The proposed methods are verified with real life intrusion domain NSL-KDD data set for establishing our claim.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127978128","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
Text watermarking algorithm based on semantic role labeling 基于语义角色标注的文本水印算法
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529374
Jianping Chen, F. Yang, Haiying Ma, Qiuru Lu
{"title":"Text watermarking algorithm based on semantic role labeling","authors":"Jianping Chen, F. Yang, Haiying Ma, Qiuru Lu","doi":"10.1109/DIPDMWC.2016.7529374","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529374","url":null,"abstract":"This paper proposes a new approach for text watermarking that uses the semantic roles to embed watermark information. The technology of natural language processing is applied to find and label the three types of semantic roles A0, A1 and ADV in a text. A watermark message is converted into the hexadecimal Unicode and then compressed with the Huffman encoding to form a digit string that consists of the digits 0, 1 and 2. Let the three types of the semantic roles correspond to the three kinds of the digits one to one. The watermark digits are embedded by mapping each digit into the location of a semantic role of the corresponding type. The algorithm does not make any change to the format and content of a text. It has good features of concealment and robustness and can resist various text format transformations and watermark attacks.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126525109","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: 13
Feature extraction and recognition methods based on phonocardiogram 基于心音图的特征提取与识别方法
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529369
Xiefeng Cheng, Kexue Sun, Xuejun Zhang, Chenjun She
{"title":"Feature extraction and recognition methods based on phonocardiogram","authors":"Xiefeng Cheng, Kexue Sun, Xuejun Zhang, Chenjun She","doi":"10.1109/DIPDMWC.2016.7529369","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529369","url":null,"abstract":"One-dimensional heart sounds signal is converted into two-dimensional phonocardiogram (2D-PCG), then extracts image feature of heart sounds based on image processing technology in a 2D-PCG. Firstly we realize the wavelet noise reduction and amplitude normalization of one-dimensional heart sounds by one-dimensional signal processing method, and then convert Heart sounds into 2D-PCG with uniformity and comparability, and pretreatment. And analyze the image features of 2D-PCG which is characterization of Heart sounds' physiological information combining with heart sounds' physiological significance and 2D-PCG's image features, focus on vertical and horizontal ratio of coordinate and sequence code of inflection point. In order to quickly classify the heart sound signal, the paper introduces the new concept: degree of heart sound signal certainty (HSSCD). Finally, efficiency and feasibility are verified through the heart sound acquisition, classification and identification experiments. At last, explore the feasibility of classification and identification of 2D-PCG using Euclidean distance and degree of heart sound signal certainty based on vertical and horizontal ratio of coordinate and sequence code of inflection point and wavelet coefficients. Experimental results show that the three features can achieve the classification and recognition of the 2D-PCG, and inflection point sequence code gets the highest recognition rate. The method of 2D-PCG classification and identification based on a two-image processing has the feasibility and practical applicability, and has broad application prospects.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125928982","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
Serious game design for digital forensics training 数字取证训练的严肃游戏设计
2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC) Pub Date : 2016-07-06 DOI: 10.1109/DIPDMWC.2016.7529391
Andrej Jerman Blažič, Primoz Cigoj, B. Blažič
{"title":"Serious game design for digital forensics training","authors":"Andrej Jerman Blažič, Primoz Cigoj, B. Blažič","doi":"10.1109/DIPDMWC.2016.7529391","DOIUrl":"https://doi.org/10.1109/DIPDMWC.2016.7529391","url":null,"abstract":"The research presented in this paper contributes to the advancement of the educational game design through the provision of empirical experience close to the real life environment in the selected field - digital forensics. The game was developed and designed to incorporate the learnability properties originating from the recently upgraded serious game taxonomy. The learnability properties of the game were evaluated through a student survey and educators' observations.","PeriodicalId":298218,"journal":{"name":"2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133441332","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: 6
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