2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA)最新文献_第4页

Declarative Modeling for Deploying a Container Platform 用于部署容器平台的声明式建模

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00116

Giuseppe Attardi, A. Barchiesi, A. Colla, Roberto di Lallo, F. Galeazzi

引用次数: 1

Proposal of Static Body Object Detection Methods with the DTN Routing for Life Safety Information Systems 基于DTN路由的生命安全信息系统静态物体检测方法的提出

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00072

Noriki Uchida, Takahiro Shingai, Takato Shigetome, Tomoyuki Ishida, Y. Shibata

引用次数: 8

A Deep Learning Framework to Enhance Software Defined Networks Security 增强软件定义网络安全性的深度学习框架

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00172

A. Dawoud, Seyed Shahristani, Chun Raun

{"title":"A Deep Learning Framework to Enhance Software Defined Networks Security","authors":"A. Dawoud, Seyed Shahristani, Chun Raun","doi":"10.1109/WAINA.2018.00172","DOIUrl":"https://doi.org/10.1109/WAINA.2018.00172","url":null,"abstract":"Software-Defined Networks (SDN) initiates a novel networking model. SDN proposes the separation of forward and control planes by introducing a new independent plane called network controller. The architecture enhances the network resilient, decompose management complexity, and support more straightforward network policies enforcement. However, the model suffers from severe security threats. Specifically, a centralized network controller is a precious target for two reasons. First, the controller is located at a central point between the application and data planes. Second, a controller is software which prone to vulnerabilities, e.g., buffer and stack overflow. Hence, providing security measures is a crucial procedure towards the fully unleash of the new model capabilities. Intrusion detection is an option to enhance the networking security. Several approaches were proposed, for instance, signature-based, and anomaly detection. Anomaly detection is a broad approach deployed by various methods, e.g., machine learning. For many decades intrusion detection solution suffers performance and accuracy deficiencies. This paper revisits network anomalies detection as recent advances in machine learning particularly deep learning proofed success in many areas like computer vision and speech recognition. The study proposes an intrusion detection framework based on unsupervised deep learning algorithms.","PeriodicalId":296466,"journal":{"name":"2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115139040","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

Concept of User Authentication Method for the Cloud Type Virtual Policy Based Network Management Scheme for the Specific Domain 基于云的特定域虚拟策略网络管理方案中用户认证方法的概念

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00127

Kazuya Odagiri, Shogo Shimizu, N. Ishii, M. Takizawa

{"title":"Concept of User Authentication Method for the Cloud Type Virtual Policy Based Network Management Scheme for the Specific Domain","authors":"Kazuya Odagiri, Shogo Shimizu, N. Ishii, M. Takizawa","doi":"10.1109/WAINA.2018.00127","DOIUrl":"https://doi.org/10.1109/WAINA.2018.00127","url":null,"abstract":"In the current Internet system, there are many problems using anonymity of the network communication such as personal information leaks and crimes using the Internet system. This is why TCP/IP protocol used in Internet system does not have the user identification information on the communication data, and it is difficult to supervise the user performing the above acts immediately. As a study for solving the above problem, there is the study of Policy Based Network Management (PBNM). This is the scheme for managing a whole Local Area Network (LAN) through communication control for every user. In this PBNM, two types of schemes exist. As one scheme, we have studied theoretically about the Destination Addressing Control System (DACS) Scheme with affinity with existing internet. By applying this DACS Scheme to Internet system management, we will realize the policy-based Internet system management. In this paper, to realize management of the specific domain with some network groups with plural organizations as a third step, concept of user authentication method applied for this scheme is expanded and described.","PeriodicalId":296466,"journal":{"name":"2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA)","volume":"401 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115157694","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

Implementation of an IoT-Based E-Learning Testbed: Performance Evaluation Using Mean-Shift Clustering Approach Considering Four Types of BrainWaves 基于物联网的电子学习试验台的实现:考虑四种脑电波的Mean-Shift聚类方法的性能评估

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00088

Keita Matsuo, M. Yamada, Kevin Bylykbashi, Miralda Cuka, Yi Liu, L. Barolli

引用次数: 5

Energy-Efficient Transmission Strategy with Cluster Organization Phase to improve Energy Saving in WSNs 基于集群组织阶段的无线传感器网络节能传输策略

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00142

M. Abderrahim, Hela Hakim, H. Boujemaa

{"title":"Energy-Efficient Transmission Strategy with Cluster Organization Phase to improve Energy Saving in WSNs","authors":"M. Abderrahim, Hela Hakim, H. Boujemaa","doi":"10.1109/WAINA.2018.00142","DOIUrl":"https://doi.org/10.1109/WAINA.2018.00142","url":null,"abstract":"Recently, Wireless Sensor Network (WSN) has drawn serious attention to the researchers. The most important challenge of WSN is how to extend its lifetime. In this paper, we propose an energy-efficient multihop transmission strategy with organization cluster phase. During this phase, we try to choose the cluster head node which allows communicating with the other nodes with possible minimum energy and classify the remaining nodes into two groups. We consider a WSN organized into clusters, each cluster is composed of N sensor nodes classified as follows: source node, elected CH node as the destination, group of active nodes and group of sleeping nodes. When a source node detects relevant information in the network, it tries to transmit it to the cluster head via a cooperative or non-cooperative transmission. The transmission is supposed to be correct only if the Signal-to-Noise Ratio (SNR) at the receiver is above a threshold ãth. The main objective of our work is to define a new transmission technique minimizing the power consumption. It is a multihop transmission technique where the selected relays which cooperate in the transmission are those offering the least transmit power while maintaining SNR equal to the threshold ãth. Therefore the proposed transmission technique can reduce enormously the power consumption compared with direct transmission and the transmission where the CH node is chosen randomly within the cluster. Simulations results demonstrate that adding an organization cluster phase before transmitting data significantly increases the energy savings.","PeriodicalId":296466,"journal":{"name":"2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132585450","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

Resource Allocation Scheme in 5G Network Slices 5G网络切片中的资源分配方案

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00098

M. Dighriri, A. Alfoudi, G. Lee, T. Baker, R. Pereira

引用次数: 28

A Subword-Based Deep Learning Approach for Sentiment Analysis of Political Tweets 基于子词的政治推文情感分析深度学习方法

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00162

Marco Pota, M. Esposito, Marco A. Palomino, G. Masala

{"title":"A Subword-Based Deep Learning Approach for Sentiment Analysis of Political Tweets","authors":"Marco Pota, M. Esposito, Marco A. Palomino, G. Masala","doi":"10.1109/WAINA.2018.00162","DOIUrl":"https://doi.org/10.1109/WAINA.2018.00162","url":null,"abstract":"The successful use of online material in political campaigns over the past two decades has motivated the inclusion of social media platforms—such as Twitter—as an integral part of the political apparatus. Political analysts are increasingly turning to Twitter as an indicator of public opinion. We are interested in learning how positive and negative opinions propagate through Twitter and how important events influence public opinion. In this paper, we present a neural network-based approach to analyse the sentiment expressed on political tweets. First, our approach represents the text by dense vectors comprising subword information to better detect word similarities by exploiting both morphology and semantics. Then, a Convolutional Neural Network is trained to learn how to classify tweets depending on sentiment, based on an available labelled dataset. Finally, the model is applied to perform the sentiment analysis of a collection of tweets retrieved during the days prior to the latest UK General Election. Results are promising and show that the neural network approach represents an improvement over lexicon-based approaches for positive/negative sentence classification.","PeriodicalId":296466,"journal":{"name":"2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123242763","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

Analysis of Scientific Production of IoE Big Data Research 物联网大数据研究的科学产出分析

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00173

Jaswinder Kaur, P. Wongthongtham, Bilal Abu-Salih, Sogand Fathy

引用次数: 2

Improvement of Image Processing for a Collaborative Security Flight Control System with Multiple Drones 多无人机协同安全飞行控制系统图像处理改进

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) Pub Date : 2018-05-16 DOI: 10.1109/WAINA.2018.00087

Noriyasu Yamamoto, Noriki Uchida

引用次数: 9