2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)最新文献_第2页

Energy Depletion Attack Against Routing Protocol in the Internet of Things 针对物联网路由协议的能量耗尽攻击

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651771

Cong Pu

引用次数: 14

A Cascade-structured Meta-Specialists Approach for Neural Network-based Intrusion Detection 基于神经网络的入侵检测的级联结构元专家方法

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651856

Maxime Labonne, Alexis Olivereau, Baptiste Polvé, D. Zeghlache

{"title":"A Cascade-structured Meta-Specialists Approach for Neural Network-based Intrusion Detection","authors":"Maxime Labonne, Alexis Olivereau, Baptiste Polvé, D. Zeghlache","doi":"10.1109/CCNC.2019.8651856","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651856","url":null,"abstract":"An ensemble learning approach for classification in intrusion detection is proposed. Its application to the KDD Cup 99 and NSL-KDD datasets consistently increases the classification accuracy compared to previous techniques. The cascade-structured meta-specialists architecture is based on a three-step optimization method: data augmentation, hyperparameters optimization and ensemble learning. Classifiers are first created with a strong specialization in each specific class. These specialists are then combined to form meta-specialists, more accurate than the best classifiers that compose them. Finally, meta-specialists are arranged in a cascading architecture where each classifier is successively given the opportunity to recognize its own class. This method is particularly useful for datasets where training and test sets differ greatly, as in this case. The cascade-structured meta-specialists approach achieved a very high classification accuracy (94.44% on KDD Cup 99 test set and 88.39% on NSL-KDD test set) with a low false positive rate (0.33% and 1.94% respectively).","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129781304","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

Robust Device-to-Device 5G Cellular Communication in the Post-Disaster Scenario 灾后场景下稳健的设备对设备5G蜂窝通信

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651832

C. DeepakG., Alexandros Ladas, C. Politis

{"title":"Robust Device-to-Device 5G Cellular Communication in the Post-Disaster Scenario","authors":"C. DeepakG., Alexandros Ladas, C. Politis","doi":"10.1109/CCNC.2019.8651832","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651832","url":null,"abstract":"The wireless communication is an integral part of the society, however, wireless network infrastructure may not fully function during post-disaster wireless network scenario in which we need wireless services even more than normal circumstances. In such post-disaster scenarios, the base stations (BS) could possibly be dysfunctional or overloaded by an excessive number of user calls or data, whereas user terminals are likely to be partially connected to or fully isolated from the BS radio signals. In this paper, we study the network behavior during the post-disaster when BSs undergo the thinning process due to the damage to the network infrastructure. During network recovery phase, we also study the network performance when new temporary BSs are distributed which will bring the network into BS superposition phase. Furthermore, Device-to-Device (D2D) assisted cellular communication helps to increase the link level network connectivity which is highly appreciated during post- disaster network scenario because the network coverage is more desirable than the network throughout in such cases. We also present the analytical study of D2D and cellular communication and show that it will effectively increase the network coverage which may ultimately save many lives during the golden hours of post-disaster phase.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128335089","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

Service-Sharing Approach Using a Mutual Exclusion Algorithm for Smart Cashier Systems 基于互斥算法的智能收银系统服务共享方法

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651826

H. Kurdi, Ghada A. K. Al-Hudhud, M. Al-Dawod, Wafa Al-Shaikh, Lina Altoaimy

引用次数: 0

Energy-efficient relay selection over fading channels 衰落信道上的节能中继选择

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651688

R. Milocco, P. Mühlethaler, S. Boumerdassi

引用次数: 0

A Novel Joint Offloading and Resource Allocation Scheme for Mobile Edge Computing 一种新的移动边缘计算联合卸载和资源分配方案

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651879

Boutheina Dab, N. Aitsaadi, R. Langar

引用次数: 12

Performance Evaluation of Multi-hop Network Configuration for Wi-SUN FAN Systems Wi-SUN风扇系统多跳网络配置性能评估

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651777

Thidarut Junjalearnvong, Ryota Okumura, K. Mizutani, H. Harada

{"title":"Performance Evaluation of Multi-hop Network Configuration for Wi-SUN FAN Systems","authors":"Thidarut Junjalearnvong, Ryota Okumura, K. Mizutani, H. Harada","doi":"10.1109/CCNC.2019.8651777","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651777","url":null,"abstract":"Wireless Smart Utility Network Field Area Network (Wi-SUN FAN) is one of the Wi-SUN profiles that is expected to be adopted by many smart devices in advanced smart city infrastructures to provide Machine-to-Machine (M2M) communication in Low power and Lossy Networks (LLNs). The physical and data link layer of Wi-SUN FAN systems is complied with IEEE 802.15.4-2015 to perform multi-hop data transmission. Currently, the implementation of Wi-SUN FAN devices has been initiated. However, the Wi-SUN FAN devices face a serious problem of very slow network configuration. In this paper, the multi-hop network configuration time of the current Wi-SUN FAN devices is measured by the experiment to analyze the factors that cause the slow configuration. The optimization scheme to accelerate the configuration process is discussed and the instant response configuration scheme that further reduces the configuration time is proposed. In addition, the computer simulation is performed to study the trade-off relationship between the configuration time and the percentage of time used in the configuration process. Finally, the appropriate values of the configuration parameters that can complete the configuration process in each hop within 1 minute while minimally deteriorate the transmission performance in both conventional and proposed configuration schemes are determined.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130467716","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

Demo: Fog Based Framework for IoT Service Orchestration 演示:基于雾的物联网服务编排框架

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651852

Bruno Donassolo, Ilhem Fajjari, Arnaud Legrand, P. Mertikopoulos

引用次数: 9

An Advanced Coordination Protocol for Safer and more Efficient Lane Change for Connected and Autonomous Vehicles 网联自动驾驶汽车更安全、更高效变道的高级协调协议

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651668

John A. Hodgkiss, S. Djahel, Y. H. Aoul

引用次数: 4

The Upper Limit of Flow Accommodation under Allowable Delay Constraint in HANETs HANETs中允许延迟约束下的流量调节上限

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651741

Taichi Miya, Kohta Ohshima, Yoshiaki Kitaguchi, K. Yamaoka

引用次数: 1