2022 14th International Conference on Communications (COMM)最新文献_第3页

A New Integer Algorithm for a VLSI Implementation of DCT Using Obfuscation Technique 一种新的基于模糊技术的DCT VLSI实现整数算法

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817258

D. Chiper, A. Cracan

引用次数: 1

Python-Based Programming Framework for a Heterogeneous MapReduce Architecture 异构MapReduce架构的基于python的编程框架

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817183

G. Popescu, Călin Bîră

引用次数: 0

Deep Learning-based Object Searching and Reporting for Aerial Surveillance Systems 基于深度学习的空中监视系统目标搜索与报告

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817266

A. Jitaru, Cosmina-Elena Barbu, B. Ionescu

引用次数: 0

Software Defined Communications Platform 软件定义通信平台

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817215

Nicolae Valentin Rusu, Silvia Dumitrache, M. Alexandru

引用次数: 0

Security Scenarios Automation and Deployment in Virtual Environment using Ansible 使用Ansible实现虚拟环境中的安全场景自动化和部署

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817150

Rebecca Acheampong, T. Balan, D. Popovici, Alexandre Rekeraho

{"title":"Security Scenarios Automation and Deployment in Virtual Environment using Ansible","authors":"Rebecca Acheampong, T. Balan, D. Popovici, Alexandre Rekeraho","doi":"10.1109/comm54429.2022.9817150","DOIUrl":"https://doi.org/10.1109/comm54429.2022.9817150","url":null,"abstract":"Cyber security is a 21st-century challenge doubled by the risk introduced by the lack of cyber security workforce. To bridge this workforce gap, cyber security learning environment are necessary. The Cyber range is cyber virtual environment for security training for cyber security professionals. This study presents the next-generation tools for developing Cyber ranges in the cloud and integrates automation with Ansible hence, orchestrating the virtual environment for the efficacy of security testsbeds, equipping the user with cyber security readiness to defend against real-life cyber-attacks. The proposed automation methodology can be also incorporated in continuous integration queues, defining the Infrastructure as Code (IaC) DevSecOps strategy. The developed scalable and reusable platform allows malicious cyber activities to be simulated through automation. The exercises and the tools employed gives security professionals a good understanding of adversary's operations. while the vulnerabilities are mapped to MITRE ATT &CK knowledge base. Our results show that, the developed Cyber range platform is suitable and effective for cyber security training. Notwithstanding, we propose future studies be carried out to look into cyber security problematic in virtual reality (VR) platforms.","PeriodicalId":118077,"journal":{"name":"2022 14th International Conference on Communications (COMM)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132118084","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

Neural Network Testing Framework for Microcontrollers 微控制器神经网络测试框架

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817315

S. Zoican, Marius Constantin Vochin, R. Zoican, D. Galatchi

引用次数: 3

Unsupervised Online Horizontal Misalignment Detection Algorithm for Automotive Radar 汽车雷达无监督在线水平对中检测算法

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817178

Alexandru Bobaru, C. Nafornita, Vladimir Cristian Vesa

引用次数: 3

Downlink Interference Measurement in 4G/5G Systems with Dynamic Spectrum Sharing 动态频谱共享下4G/5G系统下行干扰测量

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817351

Ana Ghiulai, Gordana Barb, F. Alexa, M. Otesteanu

引用次数: 0

Full Wave Electromagnetic Analysis of Coupling in High Speed Microstrip Single Ended Lines with Different Separations 不同间距高速微带单端线耦合的全波电磁分析

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817234

Mircea Nicolaescu, P. Svasta, Mihai Enache

引用次数: 0

A Weakly-Supervised Change Detection for Multispectral Earth Observation Imagery using a Long Short- Term Memory Classifier with a Virtual Training Data Neural Generator 基于长短期记忆分类器和虚拟训练数据神经发生器的弱监督多光谱地球观测图像变化检测

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817344

Ionut Girla, V. Neagoe

{"title":"A Weakly-Supervised Change Detection for Multispectral Earth Observation Imagery using a Long Short- Term Memory Classifier with a Virtual Training Data Neural Generator","authors":"Ionut Girla, V. Neagoe","doi":"10.1109/comm54429.2022.9817344","DOIUrl":"https://doi.org/10.1109/comm54429.2022.9817344","url":null,"abstract":"This paper proposes a novel approach to improve accuracy of weakly-supervised change detection for multispectral Earth Observation (EO) imagery. The method is based on the idea to use an initial small-size EO labeled dataset to generate a larger set of virtual data. We have considered two variants of virtual data-generators based on the general architecture called Generative Adversarial Network (GAN): MLPGAN and LSGAN. The resulting virtual dataset is used to train a simple Long Short-Term Memory (LSTM) classifier. The proposed method is evaluated using the Mexico dataset acquired by the Thematic Mapper (TM) sensor of the Landsat 5 satellite. For each acquisition date, two spectral bands are considered (B4, B5). The two images have been acquired in April 2000 and May 2002, respectively. We have evaluated the change detection performances (OA, Kappa, MAR, and FAR) using two virtual data generators corresponding to considered GAN architectures. As a benchmark method, we have considered the case when the LSTM classifier is trained with the original small-size dataset without synthetic data generation.","PeriodicalId":118077,"journal":{"name":"2022 14th International Conference on Communications (COMM)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128843986","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