2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)最新文献_第2页

A comparison of road network extraction from High Resolution Images 基于高分辨率图像的道路网提取方法比较

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703276

P. K. Soni, N. Rajpal, R. Mehta

{"title":"A comparison of road network extraction from High Resolution Images","authors":"P. K. Soni, N. Rajpal, R. Mehta","doi":"10.1109/ICSCCC.2018.8703276","DOIUrl":"https://doi.org/10.1109/ICSCCC.2018.8703276","url":null,"abstract":"Study related to high resolution remote sensing (RS) images has been applicable to many areas that are beneficial to us for information related to territory, public, weather and agriculture, the main aim of RS applications is extract appropriate information that will help us to draw meaningful conclusions. Road network extraction is an important and challenging research field, road networks are essential for humans as they provide transportation and other support systems. Distinct factors like sensor, weather, resolution and light etc., can affect the road features from a RS image which imposes the problems in road network extraction. This paper presents a comprehensive analysis of various aspects of road network extraction from RS images like road features, problems in road network extraction and finally different road network methods are classified on the basis of local and global features, automation and algorithm used. Different road extraction techniques are compared on the basis of features used in extraction, number and type of data (aerial, hyper-spectral, remote sensing, urban and semi-urban) used, performance on the basis of different qualitative parameters and the advantage and disadvantages of different methods are discussed. The comparative analysis of road extraction methods is presented emphatically and it is observable that in order to obtain precise road network from RS images only one type of feature is not sufficient. Hence, multiple road features should be combined together but it depends on type of application and data. Road network extraction from RS image is still remains a challenging and important research field.","PeriodicalId":148491,"journal":{"name":"2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134086254","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

Detection of Potholes and Speed Breaker on Road 路面坑洼和减速机的检测

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703298

Gurpreet Singh, Rajeev Kumar, Poonam Kashtriya

引用次数: 7

Sentiment Analysis using tidytext package in R 使用R中的tidytext包进行情感分析

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703296

Priyavrat, N. Sharma

引用次数: 12

A Critical Survey of Virtual Machine Migration Techniques in Cloud Computing 云计算中虚拟机迁移技术综述

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703322

Bhagyalakshmi, Deepti Malhotra

引用次数: 2

A Dynamic Hybrid Timeout Method to Secure Flow Tables Against DDoS Attacks in SDN 基于动态混合超时的SDN流表抗DDoS攻击保护方法

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703307

Balram Sooden, Mohammad Reza Abbasi

{"title":"A Dynamic Hybrid Timeout Method to Secure Flow Tables Against DDoS Attacks in SDN","authors":"Balram Sooden, Mohammad Reza Abbasi","doi":"10.1109/ICSCCC.2018.8703307","DOIUrl":"https://doi.org/10.1109/ICSCCC.2018.8703307","url":null,"abstract":"Distributed Denial of Service attacks are one of the major threats to network-based services today. Software Defined Networks (SDN) has the potential to evolve into a much more secure network paradigm than a traditional network as the whole network is controlled by a central controller having a complete view of the network. Being a considerably new concept, there are certain research problems related to SDN which are still needed to be addressed. Our work focuses on the collection of flow statistics to record the complete current and historical dynamics of the network by the controller to enable it to detect and prevent anomalous behavior in the network. Another research problem addressed in this paper is based on the Ternary Content Addressable Memory (TCAM) limitation of SDN based switches, which can be exploited with malicious hosts generating discrete network flows. To address this problem we propose the Dynamic Hybrid Timeout Method. It uses a blend of idle and hard timeout methods in addition to the Peer Support Strategy to enhance the durability of TCAM memory during flow table overloading DDoS attacks. The simulation results show that the Dynamic Hybrid Timeout Method enhances the performance of the Peer Support Strategy and adds durability in flow table memory utilization.","PeriodicalId":148491,"journal":{"name":"2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124657630","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

A Survey on Internet of Things – Architecture, Applications, and Future Trends 物联网调查——架构、应用和未来趋势

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703341

Karandeep Kaur

引用次数: 34

Security Vulnerabilities in Handover Authentication Mechanism of 5G Network 5G网络切换认证机制中的安全漏洞

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703355

Shubham Gupta, Balu L. Parne, N. Chaudhari

{"title":"Security Vulnerabilities in Handover Authentication Mechanism of 5G Network","authors":"Shubham Gupta, Balu L. Parne, N. Chaudhari","doi":"10.1109/ICSCCC.2018.8703355","DOIUrl":"https://doi.org/10.1109/ICSCCC.2018.8703355","url":null,"abstract":"The main objective of the Third Generation Partnership Project (3GPP) is to fulfill the increasing security demands of IoT-based applications with the evolution of Fifth Generation (5G) mobile telecommunication technology. In June 2018, the 3GPP has published the study report of the handover architecture and security functions of in 5G communication network. In this paper, we discuss the 5G handover key mechanism with its key hierarchy. In addition, the inter-gNB handover authentication mechanism in 5G communication network is analyzed and identify the security vulnerabilities such as false base-station attack, de-synchronization attack, key compromise, etc. In addition, the handover mechanism suffers from authentication complexity due to high signaling overhead. To overcome these problems, we recommend some countermeasures as pre-authentication of communication entities, delegation of authentication and predistribution of secret keys. This is first work in the 5G handover security analysis. We anticipate that the above security issues and key resilience problem can be avoided from the proposed solutions.","PeriodicalId":148491,"journal":{"name":"2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)","volume":"117 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121296055","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: 18

Movie Success Prediction using Machine Learning Algorithms and their Comparison 电影成功预测使用机器学习算法及其比较

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703320

Rijul Dhir, A. Raj

{"title":"Movie Success Prediction using Machine Learning Algorithms and their Comparison","authors":"Rijul Dhir, A. Raj","doi":"10.1109/ICSCCC.2018.8703320","DOIUrl":"https://doi.org/10.1109/ICSCCC.2018.8703320","url":null,"abstract":"The number of movies produced in the world is growing at an exponential rate and success rate of movie is of utmost importance since billions of dollars are invested in the making of each of these movies. In such a scenario, prior knowledge about the success or failure of a particular movie and what factor affect the movie success will benefit the production houses since these predictions will give them a fair idea of how to go about with the advertising and campaigning, which itself is an expensive affair altogether. So, the prediction of the success of a movie is very essential to the film industry. In this proposed research, we give our detailed analysis of the Internet Movie Database (IMDb) and predict the IMDb score. This database contains categorical and numerical information such as IMDb score, director, gross, budget and so on and so forth. This research proposes a way to predict how successful a movie will be prior to its arrival at the box office instead of listening to critics and others on whether a movie will be successful or not. The proposed research provides a quite efficient approach to predict IMDb score on IMDb Movie Dataset. We will try to unveil the important factors influencing the score of IMDb Movie Data. We have used different algorithms in the research work for analysis but among all Random forest gave the best prediction accuracy which is better in comparison to the previous studies. In the exploratory analysis we found that number of voted users, number of critics for reviews, number of Facebook likes, duration of the movie and gross collection of movie affect the IMDb score strongly. Drama and Biopic movies are best in genres.","PeriodicalId":148491,"journal":{"name":"2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126593544","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: 22

Deep Neural Network for Transformation Zone Classification 变换区域分类的深度神经网络

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703327

Mamta Arora, Sanjeev Dhawan, Kulvinder Singh

引用次数: 5

A Literature Survey on various Image Encryption & Steganography Techniques 各种图像加密与隐写技术的文献综述

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703368

Madhu Dahiya, Raman Kumar

引用次数: 3