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TCFOM: A Robust Traffic Classification Framework Based on OC-SVM Combined with MC-SVM 基于OC-SVM与MC-SVM相结合的鲁棒流量分类框架
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.57
Gang Lu, Hongli Zhang, Xuefu Sha, Cheng Chen, Lizhi Peng
{"title":"TCFOM: A Robust Traffic Classification Framework Based on OC-SVM Combined with MC-SVM","authors":"Gang Lu, Hongli Zhang, Xuefu Sha, Cheng Chen, Lizhi Peng","doi":"10.1109/ICCIIS.2010.57","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.57","url":null,"abstract":"New application traffic occurring on Internet frequently challenges the traditional traffic classifiers based on machine learning. These classifiers always identify it inaccurately and assign it into one of their known classes forcibly, even though the extra class is labeled as 'other' when training. In this case, the precision of identifying known classes is reduced. In this paper, a robust traffic classification framework based on OC-SVM combined with MC-SVM (TCFOM) is presented. We capture several kinds of application traffic, and carry out an experiment under supervised environment. Using the OC-SVM, the unknown traffic is classified into extra class labeled as 'other'. The precision of identifying known traffic is improved. Using the unknown traffic identified, the new classifying model is set up. TCFOM can classify the unknown traffic and extend well. We compare TCFOM with three classifiers respectively based on SVM, RBF network, Naive Bayes. Experimental results show that the robustness of TCFOM is best.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125946696","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
Design of ADTR-DSSS-IR-UWB Transmitter for BPSK Modulation 用于BPSK调制的ADTR-DSSS-IR-UWB发射机设计
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.22
Zhifeng Lin, Wei-Shun Lei, Kaihang Li
{"title":"Design of ADTR-DSSS-IR-UWB Transmitter for BPSK Modulation","authors":"Zhifeng Lin, Wei-Shun Lei, Kaihang Li","doi":"10.1109/ICCIIS.2010.22","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.22","url":null,"abstract":"A novel scheme for ultra wideband (UWB) transceiver based on decision feedback using average differential transmitted reference (ADTR) is proposed in this paper. The system that averages multiple previous data pulses to form a cleaner template can reduce the noise level, but it does not need to transmit any reference signals before data-modulated waveforms. Furthermore, a combination of direct sequence spread spectrum (DSSS) and impulse radio (IR) based UWB transmitter architecture is developed. The DSSS is used only for multiple access. At the transmitter, a 0.5 ns wide UWB pulse is generated via a step recovery diode (SRD) and Binary Phase Shift Keying (BPSK) is implemented using Field Programmable Gate Array (FPGA). Other modulations could be easily designed by using software. Simulation results show that ADTR-DSSS-IR-UWB scheme could greatly reduce the transceiver complexity and is suitable for a variety of ultra-wideband communication systems.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130570919","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
Formal Analysis Of Multi-party Non-repudiation Protocols Without TTP 无TTP的多方不可否认协议的形式化分析
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.33
Xiaoqiong Wang, Xueming Wang
{"title":"Formal Analysis Of Multi-party Non-repudiation Protocols Without TTP","authors":"Xiaoqiong Wang, Xueming Wang","doi":"10.1109/ICCIIS.2010.33","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.33","url":null,"abstract":"Non-repudiation service is crucial to electronic commerce. Now multi-party non-repudiation is a new focus of research. This paper presents a multi-party non-repudiation protocol, based on a group encryption scheme. A multi-party non-repudiation problem is defined in this paper. This definition and the resulting protocol are more general than the other comparable work. At last, an example of fair multi-party non-repudiation protocol without a trusted third party (TTP) is given out, which uses formal method of SVO logic to analyze the protocol and prove its correctness.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132850702","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
Using Shannon's Information Theory and Artificial Neural Networks to Implement Multimode Authentication 利用Shannon信息论和人工神经网络实现多模式认证
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.38
J. Phiri, Tiejue Zhao
{"title":"Using Shannon's Information Theory and Artificial Neural Networks to Implement Multimode Authentication","authors":"J. Phiri, Tiejue Zhao","doi":"10.1109/ICCIIS.2010.38","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.38","url":null,"abstract":"Artificial intelligence technologies have been applied in a number of systems to achieve learning and intelligent behavior. In this paper an artificial neural network is used to implement multimode authentication through information fusion. An information fusion model uses metrics computed from the identity attributes using Shannon’s information theory. Initialisation of the artificial neural network is achieved by using the Nguyen-Widrow function while Levenberg-Marquardt back propagation is used as the training algorithm.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126507485","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
WLAN Indoor GA-ANN Positioning Algorithm via Regularity Encoding Optimization 基于正则编码优化的无线局域网室内GA-ANN定位算法
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.25
Lin Ma, Ying Sun, Mu Zhou, Yubin Xu
{"title":"WLAN Indoor GA-ANN Positioning Algorithm via Regularity Encoding Optimization","authors":"Lin Ma, Ying Sun, Mu Zhou, Yubin Xu","doi":"10.1109/ICCIIS.2010.25","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.25","url":null,"abstract":"To begin with, for indoor location system, the necessity of research on genetic neural network and its math model are introduced. Then, by analyzing principle of genetic optimized artificial neural network, an indoor location math model of genetic neural network is established. As for various coding types, regularity is taken as the measurement to determine the best coding type for parameter optimization. By analyzing theory of splicing/decomposable coding, the advantages of regularity for such coding type are proved. Finally, through simulation comparisons, to select a regularity coding type for GA-ANN can improve positioning accuracy for indoor environment effectively.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128019114","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
A Model of Execution Monitoring Enforcement Mechanism 一种执行监督执行机制模型
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.49
Chenhong Liu, Bogang Lin
{"title":"A Model of Execution Monitoring Enforcement Mechanism","authors":"Chenhong Liu, Bogang Lin","doi":"10.1109/ICCIIS.2010.49","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.49","url":null,"abstract":"Execution monitoring (EM) is a ubiquitous way for monitoring untrusted applications. In this paper, we concern the characterization of security policies which was seldom concerned before. We define security policy as a security predicate which is a conjunction of two different sub-predicates: sequences predicate and states predicate. This work proves that different implementations of security policies specify different properties. Under this new definition of security policies, a model of EM enforcement mechanism is designed to describe the relations between the power of EM enforcement mechanism and the requirement of security policies.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133928571","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
Threshold Group Signature Scheme with Privilege Subjects Based on ECC 基于ECC的权限主体门限组签名方案
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.64
Xueming Wang, Yurong Dong
{"title":"Threshold Group Signature Scheme with Privilege Subjects Based on ECC","authors":"Xueming Wang, Yurong Dong","doi":"10.1109/ICCIIS.2010.64","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.64","url":null,"abstract":"This paper analyzes and studies of a threshold group signature scheme which is based on ElGamal type. In order to overcome the shortcomings of the scheme, a new threshold group signature scheme with privilege subjects based on ECC is proposed. The new scheme is able to prevent the fraud of key distribution center effectively. Only when the scheme satisfies (t, n) and (t1, n1) threshold signature, can the valid signature be generated. Thus the scheme reached the property of threshold. The program also satisfies the properties of anonymity, unforgeability, trace ability, reversibility and it can resist collusion attacks too.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114662129","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
A Node Passive Localization Algrithm Based on Wireless Sensor Networks 基于无线传感器网络的节点无源定位算法
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.21
Guo Wei, J. Zhao, Wei Hu, Fang Luo
{"title":"A Node Passive Localization Algrithm Based on Wireless Sensor Networks","authors":"Guo Wei, J. Zhao, Wei Hu, Fang Luo","doi":"10.1109/ICCIIS.2010.21","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.21","url":null,"abstract":"A brief introduction of passive localization is presented in this paper. With the localization algorithm of wireless sensor networks, a novel algorithm classification is discussed. Outer node passive localization based on wireless sensor networks is analyzed, and a new localization algorithm is designed. The Monte-Carlo simulation experiment results demonstrate that the new algorithm has a better performance. The study done in this paper is valuable, and will have great utility.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128154660","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
Design and Implement of MVB BUS Controller Based FPGA 基于FPGA的MVB总线控制器的设计与实现
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.36
Lixia Zuo, Qingfeng Ding, Yunbao Tang
{"title":"Design and Implement of MVB BUS Controller Based FPGA","authors":"Lixia Zuo, Qingfeng Ding, Yunbao Tang","doi":"10.1109/ICCIIS.2010.36","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.36","url":null,"abstract":"This paper introduces the TCN MVB (Multifunction Vehicle Bus) communication mechanism and characteristics. On this basis, a method of VHDL language is designed for the core part of MVBC (MVB bus controller), such as the Manchester encoding and decoding, CRC check functions, etc. Among them, the bus’s CRC checksum data is formed with a double check of the 8-bit check sequence, including the 7 CRC checksum and an even parity bit. As different frame formats of MVB bus, serial CRC algorithm is choosed. Eventually, the right simulation waveforms of the cores of MVBC is obtained and realized on FPGA hardware.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128331779","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
Full Rate and Full Diversity STBC in Decode-and-Forward Relay Systems 译码转发中继系统中的全速率和全分集STBC
2010 International Conference on Communications and Intelligence Information Security Pub Date : 2010-10-13 DOI: 10.1109/ICCIIS.2010.12
Yong Wang, Hui Li
{"title":"Full Rate and Full Diversity STBC in Decode-and-Forward Relay Systems","authors":"Yong Wang, Hui Li","doi":"10.1109/ICCIIS.2010.12","DOIUrl":"https://doi.org/10.1109/ICCIIS.2010.12","url":null,"abstract":"Diversity techniques are very effective tools to increase signal reception quality in Rayleigh fading channels. A novel space-time block coding method for cooperative relay networks is proposed which guarantees full diversity for any number of mobile relays with minimal delay, provided that few bits of feedback from the destination to the source and the relays are available. As in the case of orthogonal space-time block codes, all transmitted symbols are separately decoded both in the relays and the destination. Therefore, decoding complexity is linear. In our proposed scheme, larger number of codes can be generated for improved coding gain. The performance of the proposed scheme is investigated for cooperative communication. It is shown that the new approach provides SNR improvement, and it is more resilient to feedback errors compared to the antenna selection technique on the basis of same number of feedback bits.","PeriodicalId":108594,"journal":{"name":"2010 International Conference on Communications and Intelligence Information Security","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130755018","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
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