2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)最新文献

Generating Datasets Based on the HuMIdb Dataset for Risk-based User Authentication on Smartphones 基于HuMIdb数据集生成基于风险的智能手机用户认证数据集

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966901

M. Papaioannou, G. Zachos, G. Mantas, Aliyah Essop, A. Karasuwa, Jonathan Rodriguez

{"title":"Generating Datasets Based on the HuMIdb Dataset for Risk-based User Authentication on Smartphones","authors":"M. Papaioannou, G. Zachos, G. Mantas, Aliyah Essop, A. Karasuwa, Jonathan Rodriguez","doi":"10.1109/CAMAD55695.2022.9966901","DOIUrl":"https://doi.org/10.1109/CAMAD55695.2022.9966901","url":null,"abstract":"User authentication acts as the first line of defense verifying the identity of a mobile user, often as a prerequisite to allow access to resources in a mobile device. Risk-based user authentication based on behavioral biometrics appears to have the potential to increase mobile authentication security without sacrificing usability. Nevertheless, in order to precisely evaluate classification and/or novelty detection algorithms for risk-based user authentication, it is of utmost importance to make use of quality datasets to train and test these algorithms. To the best of our knowledge, there is a lack of up-to-date, representative and comprehensive datasets that are publicly available to the research community for effective training and evaluation of classification and/or novelty detection algorithms suitable for risk-based user authentication. Toward this direction, in this paper, the aim is to provide details on how we generate datasets based on HuMIdb dataset for training and testing classification and novelty detection algorithms for risk-based adaptive user authentication. The HuMIdb dataset is the most recent and publicly available dataset for behavioral user authentication.","PeriodicalId":166029,"journal":{"name":"2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117352506","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

A Behavioral Modeling-based Driver Authentication Approach for Smart Cars Self-Surveillance 基于行为建模的智能汽车自动监控驾驶员身份认证方法

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966884

Djamila Zamouche, Sofiane Aissani, K. Zizi, Lina Bourkeb, Khaled Hamouid, Mawloud Omar

{"title":"A Behavioral Modeling-based Driver Authentication Approach for Smart Cars Self-Surveillance","authors":"Djamila Zamouche, Sofiane Aissani, K. Zizi, Lina Bourkeb, Khaled Hamouid, Mawloud Omar","doi":"10.1109/CAMAD55695.2022.9966884","DOIUrl":"https://doi.org/10.1109/CAMAD55695.2022.9966884","url":null,"abstract":"Driver authentication is a vital aspect that enhances passengers' safety and security. Indeed, driver authentication enables detection of maintaining normal driving behavior, car theft, fraudulent switching of designated drivers prevention, etc., which allows a vehicle system to distinguish between legitimate users from not legitimate ones and make transportation safer. This paper introduces an efficient in-car driver authentication approach for vehicle security and safety based on driver behavior. The proposed approach continuously monitors the driver's behavior and compares it with normal behaviors already recorded during a learning phase. Our solution is based on an algebraic method, namely the Conditional Basic Process Algebra (CBPA), to model the driver's driving style in two stages, before and after starting the car, taking into account the positions of the seat, mirrors, the seat belt, etc. We demonstrate through simulation results the efficiency of our approach in terms of response time and detection success rate.","PeriodicalId":166029,"journal":{"name":"2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127387939","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

A compact simple circular disk printed monopole Antenna for multiple applications 一种紧凑简单的圆形圆盘印刷单极天线，适用于多种应用

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966896

M. L. Bouknia, R. Zegadi, D. Sayad, C. Zebiri, I. Elfergani, Jonathan Rodriguez, I. Otung, R. Abd‐Alhameed

引用次数: 1

Elastic Load Balancing in Software Defined Satellite Networks 软件定义卫星网络中的弹性负载均衡

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966886

D. Adami, S. Giordano, M. Pagano

引用次数: 0

Smart home's energy management applying the deep deterministic policy gradient and clustering 基于深度确定性策略梯度和聚类的智能家居能源管理

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966887

Ioannis Zenginis, J. Vardakas, K. Ramantas, C. Verikoukis

引用次数: 0

Fine-grained Augmentation for RF Fingerprinting under Impaired Channels 受损信道下射频指纹识别的细粒度增强

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966888

O. Gul, Michel Kulhandjian, B. Kantarci, A. Touazi, C. Ellement, C. D’amours

{"title":"Fine-grained Augmentation for RF Fingerprinting under Impaired Channels","authors":"O. Gul, Michel Kulhandjian, B. Kantarci, A. Touazi, C. Ellement, C. D’amours","doi":"10.1109/CAMAD55695.2022.9966888","DOIUrl":"https://doi.org/10.1109/CAMAD55695.2022.9966888","url":null,"abstract":"Critical infrastructures such as connected and au-tonomous vehicles, are susceptible to cyber attacks due to their mission-critical deployment. To ensure security by design, radio frequency (RF)-based security is considered as an effective technique for a wirelessly monitored or actuated critical infrastructure. For this purpose, this paper proposes a novel augmentation-driven deep learning approach to analyze unique transmitter fingerprints to determine the legitimacy of a user device or transmitter. An RF fingerprinting model is susceptible to various channel and environmental conditions that impact the learning performance of a machine/deep learning model. As data gathering cannot be considered as a feasible alternative, efficient solutions that can tackle the impact of varying channels on learning performance are emergent. This work aims to shed light on the RF fingerprinting problem from a different angle when 4G, 5G and WiFi data samples are collected from different transmitters by proposing a fine-grained augmentation approach to improve the learning performance of a deep learning model. Numerical results point out the promising RF fingerprinting performance when training data are augmented in a waveform-specific fine-grained manner as fingerprinting accuracy (87.94%) under the previously presented TDL/CDL augmentation can be boosted to 95.61% under previously unseen RF data instances.","PeriodicalId":166029,"journal":{"name":"2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125501149","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

A Beacon Rate Adjustment Scheme based on Autonomic Computing for 5G-V2X 基于自主计算的5G-V2X信标速率调整方案

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966920

Houda Hafi, Wahabou Abdou

{"title":"A Beacon Rate Adjustment Scheme based on Autonomic Computing for 5G-V2X","authors":"Houda Hafi, Wahabou Abdou","doi":"10.1109/CAMAD55695.2022.9966920","DOIUrl":"https://doi.org/10.1109/CAMAD55695.2022.9966920","url":null,"abstract":"Transport services issues are one of the motivating reasons that push research and engineering communities to design and build smart cities. The fifth generation of mobile communications (5G) and Intelligent Transportation Systems (ITS) play a major role to improve transportation efficiency. Two kinds of messages are basically transmitted in 5G-enabled ITS - event-driven and periodic messages. The former are sent whenever a road hazard event like traffic accidents is detected, whereas the latter are generated by each vehicle to advise neighbors about its status information like position, speed, and direction. A high transmission rate of periodic messages consumes a large amount of bandwidth and causes a channel congestion, as well as, a low transmission rate could alter the neighbors discovery process. In this work, a simple and efficient self-adaptive beacons transmission scheme based on autonomic computing is proposed. The purpose is to reduce the overhead in the network and give more chance to higher priority traffic (like immediate emergency message) to access to the radio channel without distorting the view of node's local topology. The solution is validated with a safety message broadcasting protocol. The simulation results show that the proposed mechanism improves the protocol's performance.","PeriodicalId":166029,"journal":{"name":"2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","volume":"352 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122847444","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

Hybrid SIC with Residual Error Factor in Wireless Powered Communications 无线供电通信中残余误差因子的混合SIC

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966895

Jhenifer de O. Melo, F. Lima

{"title":"Hybrid SIC with Residual Error Factor in Wireless Powered Communications","authors":"Jhenifer de O. Melo, F. Lima","doi":"10.1109/CAMAD55695.2022.9966895","DOIUrl":"https://doi.org/10.1109/CAMAD55695.2022.9966895","url":null,"abstract":"A wireless powered communication network (WPCN) has a periodic time frame divided into two stages; the first one is devoted to power transfer to mobile users while uplink data transmission takes place in the second stage. This paper studies impact of a new method for pairing users in non-orthogonal multiple access (NOMA), called Hybrid SIC (HSIC), on the performance of a NOMA-based WPCN system when imperfect successive interference cancellation (SIC) is assumed. Two well-known variants of SIC, channel state information (CSI)-based and quality of service (QoS)-based SIC schemes, are often considered separately during user pairing. With HSIC, the best of those two variants can be achieved by a proper switching between them. In this paper, we firstly adapt the HSIC scheme to the WPCN scenario where there is a delay sensitive user requesting a low data rate, called primary user, and other users that are delay tolerant and request a higher data rate, called secondary users. Using NOMA, one of the secondary users is admitted to share the same resources block with the primary user. Then, we formulate an optimization problem for solving the admitted user's data rate maximization subject to QoS guarantee for the primary user assuming imperfect SIC. Moreover, we propose a method to solve this problem that can be seen as a generalization of the original HSIC method. Simulation results show that the proposed solution is capable of protecting primary user QoS while maximizing admitted user's data rate in different scenarios with perfect and imperfect SIC.","PeriodicalId":166029,"journal":{"name":"2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","volume":"661 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116098099","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

Enhanced Mid-Infrared Gas Absorption Spectroscopic Detection Using Multilayer Optical Structures 多层光学结构增强中红外气体吸收光谱检测

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966897

R. Zegadi, M. L. Bouknia, D. Sayad, C. Zebiri, I. Elfergani, Jonathan Rodriguez, Z. Vujicic, R. Abd‐Alhameed

引用次数: 0

Quality of Service Aware Scheduling in Mixed Traffic Wireless Networks 混合流量无线网络中服务质量感知调度

2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Pub Date : 2022-11-02 DOI: 10.1109/CAMAD55695.2022.9966904

Areen Shiyahin, Stefan Schwarz, M. Rupp

引用次数: 0