2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)最新文献_第8页

Smart Service Systems: Security and Privacy Challenges in Internet of Things 智能服务系统:物联网中的安全和隐私挑战

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9042016

G. Suciu, Ijaz Hussain

{"title":"Smart Service Systems: Security and Privacy Challenges in Internet of Things","authors":"G. Suciu, Ijaz Hussain","doi":"10.1109/ECAI46879.2019.9042016","DOIUrl":"https://doi.org/10.1109/ECAI46879.2019.9042016","url":null,"abstract":"Monitoring and detecting changes in the environment and can be used for several purposes. To develop new advanced services for smart environments, data gathered during the monitoring need to be stored, processed and correlated to different parts of the information that characterizes or influences the environment itself. With the quick advancement in enabling technologies for ubiquitous computing, more and more active or passive devices/sensors are augmented in the smart indoor environment. Service innovations, enabled by the confluence of big data, mobile solutions, cloud, social, and cognitive computing, and the Internet of Things (IoT), have gained a lot of attention among many enterprises in the past few years because they represent promising ways for companies to effectively and rapidly deliver new services. But one of today's most pervasive and bedeviling challenges is how to start this journey and stay on course. In this paper we present our state-of-the-art technology and IoT devices, how they are playing a vital role in making the world advanced. The biggest conclusion is that all the information and communications technology (ICT)-enabled service innovations need to be human-centered and focused on co-creating value. We took into consideration smart home/office IoT systems, the related security and privacy challenges and an outlook on the possible solutions towards a holistic security framework for these IoT systems.","PeriodicalId":285780,"journal":{"name":"2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115709001","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

ZigBee localization system for public transport vehicles 用于公共交通车辆的ZigBee定位系统

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9042022

V. Iordache, Răzvan Andrei Gheorghiu, V. Stan, Madalina Tarla

引用次数: 1

ESTABLISH: A smart health platform for enhancing the quality of life 建立:提升生活品质的智慧健康平台

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9041994

G. Suciu, A. Pasat, M. Balanescu, Ioana Suciu, A. Banaru, Iacob Crucianu

引用次数: 1

Current consumption analysis for 8-bit microcontrollers 8位微控制器的电流消耗分析

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9041951

Alexandru Buturugă, R. Constantinescu, D. Stoichescu

引用次数: 1

Femtocell Outage Detection in Multi-Tiered Networks using LSTM 基于LSTM的多层网络中飞基站停机检测

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9041961

H. Oğuz, Aykut Kalaycioglu, A. Akbulut

引用次数: 3

Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks 利用目标跟踪和残差神经网络识别视频图像中的无人机、飞机和鸟类

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9042167

A. Fernandes, M. Baptista, Luís Fernandes, Paulo Chaves

引用次数: 10

A Deep Learning Based Intrusion Detection System on GPUs 基于gpu的深度学习入侵检测系统

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9042132

Gozde Karatas, Önder Demir, O. K. Sahingoz

{"title":"A Deep Learning Based Intrusion Detection System on GPUs","authors":"Gozde Karatas, Önder Demir, O. K. Sahingoz","doi":"10.1109/ECAI46879.2019.9042132","DOIUrl":"https://doi.org/10.1109/ECAI46879.2019.9042132","url":null,"abstract":"In recent years, almost all the real-world operations are transferred to cyber world and these market computers connect with each other via Internet. As a result of this, there is an increasing number of security breaches of the networks, whose admins cannot protect their networks from the all types of attacks. Although most of these attacks can be prevented with the use of firewalls, encryption mechanisms, access controls and some password protections mechanisms; due to the emergence of new type of attacks, a dynamic intrusion detection mechanism is always needed in the information security market. To enable the dynamicity of the Intrusion Detection System (IDS), it should be updated by using a modern learning mechanism. Neural Network approach is one of the mostly preferred algorithms for training the system. However, with the increasing power of parallel computing and use of big data for training, as a new concept, deep learning has been used in many of the modern real-world problems. Therefore, in this paper, we have proposed an IDS system which uses GPU powered Deep Learning Algorithms. The experimental results are collected on mostly preferred dataset KDD99 and it showed that use of GPU speed up training time up to 6.48 times depending on the number of the hidden layers and nodes in them. Additionally, we compare the different optimizers to enlighten the researcher to select the best one for their ongoing or future research.","PeriodicalId":285780,"journal":{"name":"2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124769183","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: 3

Direct Sequence Spread Spectrum Communication Module for Efficient Wireless Sensor Networks 高效无线传感器网络的直接序列扩频通信模块

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9041979

D. Visan, M. Jurian, I. Lita, L. Ionescu, A. Mazare

引用次数: 2

Pain Relief using Virtual Reality 使用虚拟现实缓解疼痛

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9041996

I. Bratosin, I. Pavaloiu, A. Vasilățeanu, Diana Gavajiuc, G. Dragoi, N. Goga

{"title":"Pain Relief using Virtual Reality","authors":"I. Bratosin, I. Pavaloiu, A. Vasilățeanu, Diana Gavajiuc, G. Dragoi, N. Goga","doi":"10.1109/ECAI46879.2019.9041996","DOIUrl":"https://doi.org/10.1109/ECAI46879.2019.9041996","url":null,"abstract":"A serious issue in the medical field is the treatment of patients affected by chronic pain, burns or recovery treatment after an accident or surgery. The regular treatment is providing the patient with opioid pain relievers medications that in a wide variety of cases leads to addiction. To prevent the partial use of pain reducing drugs in patients that suffer from minor to medium pain and delay their use as much as possible, we propose the use of Virtual Reality technology. Current technological advances have allowed virtual reality application to leave their mark in the medical sector by the use of different training simulators and applications that help the doctors experience from simulating a variety of surgeries. In this paper we present the effects of Virtual Reality immersion on patients that suffer mild to medium pain, as well as our knowledge in the implementation of a virtual reality application that can achieve a positive effect on this serious issue. A direct benefit of successfully creating an application would be the reduction in the amount of pain the patient feels. A second positive effect would be the decrease in the consumption of pain relievers and a better response of the patient to the recovery treatment without the risk of becoming depended on opioids.","PeriodicalId":285780,"journal":{"name":"2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125046322","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

Media Literacy in a Changing Process in Turkey 媒体素养在土耳其的变迁过程

2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2019-06-01 DOI: 10.1109/ECAI46879.2019.9042089

Olga Untila Kaplan

引用次数: 1