2021 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS)最新文献_第2页

An Image Dataset for Lung Disease Detection and Classification 用于肺部疾病检测与分类的图像数据集

2021 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS) Pub Date : 2021-12-15 DOI: 10.1109/ICTAACS53298.2021.9715227

Yassamine Lala Bouali, Isra Boucetta, I. E. I. Bekkouch, Mourad Bouache, S. Mazouzi

引用次数: 2

Internet of Things: new Architecture to ensure Robustness, Security and Privacy of IoT Systems 物联网:确保物联网系统鲁棒性、安全性和隐私性的新架构

2021 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS) Pub Date : 2021-12-15 DOI: 10.1109/ICTAACS53298.2021.9715203

Cherif Benali, R. Maamri

{"title":"Internet of Things: new Architecture to ensure Robustness, Security and Privacy of IoT Systems","authors":"Cherif Benali, R. Maamri","doi":"10.1109/ICTAACS53298.2021.9715203","DOIUrl":"https://doi.org/10.1109/ICTAACS53298.2021.9715203","url":null,"abstract":"with the rapid development in computing and networking capabilities, a new technology has been emerged known as internet of things (IoT). IoT is a giant network of connected and interacted devices, which collect data and send it using the internet. Today, IoT is playing important role in daily life; it adds intelligence to several domains, such as health care, smart homes and cities, and smart transportation.Nevertheless, several challenges are introduced by the new IoT system requirements, which cannot be adequately addressed by current models and architectures. Security and privacy present the main challenges of IoT, which are more important now than ever, due to the explosive growth of connected devices and the huge amount of generated data. All these challenges really should be taken in consideration. Good reference architecture is the main key to ensure security, privacy and many other emergent requirements, because it presents the functional view of IoT. So, IoT requires new architectures to address these new challenges and face these problems. Therefore, the aim of this paper is to suggest powerful architecture to build secure IoT system, and which guarantees the privacy of all its users. It tries to fulfill the new emergent requirements, and solve the previous challenges. In addition, it explains the role of each part to achieve a robust secure IoT system, and how it contributes in the integration of other technologies.","PeriodicalId":284572,"journal":{"name":"2021 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130414878","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

An Evolutionary Based Recommendation Approach 基于进化的推荐方法

2021 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS) Pub Date : 2021-12-15 DOI: 10.1109/ICTAACS53298.2021.9715214

Ismail Bouacha, Safia Bekhouche

引用次数: 0

Intrusion Detection Systems for Industrial Internet of Things: A Survey 工业物联网入侵检测系统综述

2021 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS) Pub Date : 2021-12-15 DOI: 10.1109/ICTAACS53298.2021.9715177

Djallel Hamouda, M. Ferrag, Nadjette Benhamida, Hamid Seridi

{"title":"Intrusion Detection Systems for Industrial Internet of Things: A Survey","authors":"Djallel Hamouda, M. Ferrag, Nadjette Benhamida, Hamid Seridi","doi":"10.1109/ICTAACS53298.2021.9715177","DOIUrl":"https://doi.org/10.1109/ICTAACS53298.2021.9715177","url":null,"abstract":"Industrial Internet of Things (IIoT) applies Internet of Things (IoT) technology in industrial systems, to optimize business processes efficiency, service quality, and reliability. However, with a large of isolated IoT networks deployed in various industries, many vulnerabilities have been exposed to security incidents and posed threats to IIoT security. An intrusion detection system (IDS) is a security monitoring mechanism that promotes cyber security solutions for information systems. The system’s role is to detect abnormal activities of intruders and enable preventive measures to avoid risks. However, applying a traditional IDS-based solution to IIoT is challenging due to its particular characteristics such as resource-constrained, data privacy, and heterogeneity. Researchers are using the new emerging technologies such as Fog/Edge computing, Machine Learning (ML), Deep Learning (DL) to deploy an effective and adaptive IDS for various IIoT operating environments. This study focus is on the development of IDS in particular industrial environments. To this end, we provide a systemic review that addresses IDS deployment strategies, detection approaches, and methodologies and data sources used for evaluation. We also present some suggestions and challenges to be considered when designing IDS-based security for Industrial IoT as future research.","PeriodicalId":284572,"journal":{"name":"2021 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS)","volume":"14 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127842672","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

Fuzzy Logic Based self-switching multi-strategic pedagogical agent 基于模糊逻辑的自切换多策略教学代理

2021 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS) Pub Date : 2021-12-15 DOI: 10.1109/ICTAACS53298.2021.9715226

Roumaysa Bousselidj, Soufiane Boulehoueche

{"title":"Fuzzy Logic Based self-switching multi-strategic pedagogical agent","authors":"Roumaysa Bousselidj, Soufiane Boulehoueche","doi":"10.1109/ICTAACS53298.2021.9715226","DOIUrl":"https://doi.org/10.1109/ICTAACS53298.2021.9715226","url":null,"abstract":"The Self-Switching Multi-Strategic Pedagogical Agent is designed following the Autonomic Computing and the Component-Based Agents approaches. It is comprised of two sub-components: Manager (MrSS) and Managed (MdSS) Sub-Systems. These sub-systems are built independently, but they constantly interact with one another. The Multiple Pedagogical Strategies (MPSs) that are used by the system are implemented by MdSS. While the Switching Logic (SL), that is used to (re)conFigure the MdSS, is implemented by the MrSS as an Autonomic Control Loop (ACL). The MPSs and the SL permit to trigger the appropriate PS regarding the crisp values of the Student Knowledge Level (SKL). However, the SKL is characterized by a high degree of uncertainty. To overcome this deficiency, we integrate fuzzy control in the MrSS to handle the uncertainty and consequently improve the strategy selection process. Fuzzy MrSS links the different context parameters and SKL through fuzzy rules taking into account the system’s fuzziness and uncertainties. We will present experiments carried with the Math sub-domain.","PeriodicalId":284572,"journal":{"name":"2021 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS)","volume":"203 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121086777","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