2017 12th International Conference for Internet Technology and Secured Transactions (ICITST)最新文献_第3页

Best of two worlds: Secure cloud federations meet eIDAS 两全其美:安全的云联盟符合eIDAS

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356430

Thomas Zefferer, Dominik Ziegler, Andreas Reiter

{"title":"Best of two worlds: Secure cloud federations meet eIDAS","authors":"Thomas Zefferer, Dominik Ziegler, Andreas Reiter","doi":"10.23919/ICITST.2017.8356430","DOIUrl":"https://doi.org/10.23919/ICITST.2017.8356430","url":null,"abstract":"The federation of information technology (IT) systems is a common approach to bundle capabilities and get the best results for all participants. Cloud computing and electronic identity (eID) are only two out of many domains, for which federated solutions have been a topic of scientific and corporate interest during the past years. Recently, the H2020 project SUNFISH has introduced a new cloud-federation approach called ‘Federation as a Service’ (FaaS). FaaS enables secure cloud federations, where data owners remain in full control of their data and workflows. In this paper, we identify shortcomings of the FaaS approach in terms of secure and reliable user authentication. In this sense, data security and protection mechanisms are only as good as the applied authentication measures. We solve this issue by proposing the integration of an existing pan-European federation of national eID systems into FaaS. This increases security guarantees of FaaS by using a trustworthy and liable eID solution that has a strong legal basis in the form of the EU eIDAS Regulation. A first successful implementation and deployment of the proposed solution demonstrates its feasibility and shows the great potential of combining federation solutions from the cloud domain and the eID domain.","PeriodicalId":440665,"journal":{"name":"2017 12th International Conference for Internet Technology and Secured Transactions (ICITST)","volume":"267 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122720059","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

CPU workload forecasting of machines in data centers using LSTM recurrent neural networks and ARIMA models 基于LSTM递归神经网络和ARIMA模型的数据中心机器CPU工作负荷预测

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356346

Deepak Janardhanan, E. Barrett

{"title":"CPU workload forecasting of machines in data centers using LSTM recurrent neural networks and ARIMA models","authors":"Deepak Janardhanan, E. Barrett","doi":"10.23919/ICITST.2017.8356346","DOIUrl":"https://doi.org/10.23919/ICITST.2017.8356346","url":null,"abstract":"The advent of Data Science has led to data being evermore useful for an increasing number of organizations who want to extract knowledge from it for financial and research purposes. This has triggered data to be mined at an even faster pace causing the rise of Data Centers that host over thousands of machines together with thousands of jobs running in each of those machines. The growing complexities associated with managing such a huge infrastructure has caused the scheduling management systems to be inefficient at resource allocation across these machines. Hence, resource usage forecasting of machines in data centers is a growing area for research. This study focuses on the Time Series forecasting of CPU usage of machines in data centers using Long Short-Term Memory (LSTM) Network and evaluating it against the widely used and traditional autoregressive integrated moving average (ARIMA) models for forecasting. The final LSTM model had a forecasting error in the range of 17–23% compared to ARIMA model's 3742%. The results clearly show that LSTM models performed more consistently due to their ability to learn non-linear data much better than ARIMA models.","PeriodicalId":440665,"journal":{"name":"2017 12th International Conference for Internet Technology and Secured Transactions (ICITST)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125533841","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: 56

Monitoring darknet activities by using network telescope 利用网络望远镜监测暗网活动

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356360

Shaikha AlShehyari, C. Yeun, E. Damiani

{"title":"Monitoring darknet activities by using network telescope","authors":"Shaikha AlShehyari, C. Yeun, E. Damiani","doi":"10.23919/ICITST.2017.8356360","DOIUrl":"https://doi.org/10.23919/ICITST.2017.8356360","url":null,"abstract":"Today, many hosts are connected to the Internet worldwide. Those hosts are intentionally or even accidentally targeted in a daily basis by malicious activities. Thus, it is essential to monitor Internet traffic in order to acquire the knowledge of the threats that is targeting computers and network systems. Security experts initiated numerous approaches for monitoring traffic that includes malicious activities, and network telescope was one of them. Network telescopes are valuable in the term of monitoring and gathering data associated with Internet attack activities. Analysis of traffic captured by network telescopes has been shown as an effective measure in characterizing evil traffic caused by worm propagation and distributed denial of service attacks. This paper will discuss monitoring traffic coming from Darknet using network telescope. Additionally, we will identify the security issues and threats introduced if no monitored device is placed within a network infrastructure. The objective of this paper is to introduce the effect of such a technology on entities, provide successful solution, and encourage future research in this area of interest.","PeriodicalId":440665,"journal":{"name":"2017 12th International Conference for Internet Technology and Secured Transactions (ICITST)","volume":"219 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129259377","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

Lightweight signcryption scheme based on discrete Chebyshev maps 基于离散切比雪夫映射的轻量级签名加密方案

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356343

Ta Thi Kim Hue, T. Hoang, An Braeken

引用次数: 3

Enhancing cyber security awareness with mobile games 利用手机游戏提升网络安全意识

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356361

F. Alotaibi, S. Furnell, I. Stengel, M. Papadaki

引用次数: 4

Performance vs. security: Implementing an immutable database in MySQL 性能vs.安全性:在MySQL中实现不可变数据库

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356402

Thomas Nash, Aspen Olmsted

引用次数: 1

Mobile business performance metrics: Framework and case study 移动业务性能指标:框架和案例研究

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356372

Ahyoung Kim, Junwoo Lee

引用次数: 0

A blind watermarking technique based on DCT psychovisual threshold for a robust copyright protection 一种基于DCT心理视觉阈值的鲁棒版权保护盲水印技术

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356354

F. Ernawan, M. Kabir, Z. Mustaffa

引用次数: 7

On blockchain-based authorization architecture for beyond-5G mobile services 基于区块链的超5g移动服务授权架构研究

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356363

S. Kiyomoto, A. Basu, Mohammad Shahriar Rahman, S. Ruj

引用次数: 22

Evaluate action primitives for human activity recognition using unsupervised learning approach 使用无监督学习方法评估人类活动识别的动作原语

2017 12th International Conference for Internet Technology and Secured Transactions (ICITST) Pub Date : 2017-12-01 DOI: 10.23919/ICITST.2017.8356374

Luis F. Mejia-Ricart, Paul Helling, Aspen Olmsted

引用次数: 15