2021 International Conference on Networking and Advanced Systems (ICNAS)最新文献_第3页

ClusterChain: Decentralized and Trustworthy Clustering Over Blockchain ClusterChain:在区块链上分散和可信的集群

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628967

Khenfouci Yamina, Challal Yacine, Hamdad Leila

引用次数: 0

Performance Evaluation of Recent Traffic-Aware Scheduling Functions for 6TiSCH Networks 最新6TiSCH网络流量感知调度函数的性能评价

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628941

Abdeldjalil Tabouche, Badis Djamaa, Mustapha Réda Senouci

{"title":"Performance Evaluation of Recent Traffic-Aware Scheduling Functions for 6TiSCH Networks","authors":"Abdeldjalil Tabouche, Badis Djamaa, Mustapha Réda Senouci","doi":"10.1109/icnas53565.2021.9628941","DOIUrl":"https://doi.org/10.1109/icnas53565.2021.9628941","url":null,"abstract":"In the Internet of Things (IoT), IEEE 802.15.4-2015 Time Slotted Channel Hopping (TSCH) is a promising link-layer protocol for low-power wireless communications. The IPv6 over TSCH (6TiSCH) architecture integrates this MAC layer into the IoT due to its outstanding reliability and energy-saving performance to promote the so-called Industrial IoT. Within the 6TiSCH architecture, communications resources allocation is managed by a Scheduling Function (SF) to support critical applications. The construction of an efficient SF is an active research area, and many SFs have been proposed in the last few years. However, SFs are not all adaptable to applications with varying traffic loads. This paper conducts a performance evaluation study of recent traffic-aware SFs and quantitatively compares A3 and CRSF; two recent traffic-aware schedulers with the Minimal Scheduling Function (MSF); a reference SF that was recently standardized. We discuss their ability to satisfy the requirements of critical 6TiSCH applications by ensuring low latency and a high-reliability. We also study their awareness of traffic changes. Obtained results show that these SFs are not robust enough against bursty traffic patterns, which witness the need to devise new solutions that better meet such requirements.","PeriodicalId":321454,"journal":{"name":"2021 International Conference on Networking and Advanced Systems (ICNAS)","volume":"213 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122816437","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

Formal Specification and Verification of 5G Authentication and Key Agreement Protocol using mCRL2 基于mCRL2的5G认证与密钥协商协议正式规范与验证

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628917

H. Hafidi, Zohra Hmidi, L. Kahloul, Saber Benharzallah

{"title":"Formal Specification and Verification of 5G Authentication and Key Agreement Protocol using mCRL2","authors":"H. Hafidi, Zohra Hmidi, L. Kahloul, Saber Benharzallah","doi":"10.1109/icnas53565.2021.9628917","DOIUrl":"https://doi.org/10.1109/icnas53565.2021.9628917","url":null,"abstract":"The fifth-generation (5G) standard is the last telecommunication technology, widely considered to have the most important characteristics in the future network industry. The 5G system infrastructure contains three principle interfaces, each one follows a set of protocols defined by the 3rd Generation Partnership Project group (3GPP). For the next generation network, 3GPP specified two authentication methods systematized in two protocols namely 5G Authentication and Key Agreement (5G-AKA) and Extensible Authentication Protocol (EAP). Such protocols are provided to ensure the authentication between system entities. These two protocols are critical systems, thus their reliability and correctness must be guaranteed. In this paper, we aim to formally re-examine 5G-AKA protocol using micro Common Representation Language 2 (mCRL2) language to verify such a security protocol. The mCRL2 language and its associated toolset are formal tools used for modeling, validation, and verification of concurrent systems and protocols. In this context, the authentication protocol 5G-AKA model is built using Algebra of Communication Processes (ACP), its properties are specified using Modal mu-Calculus and the properties analysis exploits Model-Checker provided with mCRL2. Indeed, we propose a new mCRL2 model of 3GPP specification considering 5G-AKA protocol and we specify some properties that describe necessary requirements to evaluate the correctness of the protocol where the parsed properties of Deadlock Freedom, Reachability, Liveness and Safety are positively assessed.","PeriodicalId":321454,"journal":{"name":"2021 International Conference on Networking and Advanced Systems (ICNAS)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126120255","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

Diabetes mellitus early stage risk prediction using machine learning algorithms 利用机器学习算法预测糖尿病早期风险

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628955

Sarra Samet, Mohamed Ridda Laouar, Issam Bendib

引用次数: 0

Cost-Effective Space Partitioning Approach for IoT Data Indexing and Retrieval 物联网数据索引和检索的高性价比空间划分方法

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628904

Ibtissem Kemouguette, Zineddine Kouahla, Ala-Eddine Benrazek, Brahim Farou, Hamid Seridi

引用次数: 2

Deep Learning and Classical Machine Learning for code mapping in Heterogeneous Platforms 基于深度学习和经典机器学习的异构平台代码映射

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628950

Yacine Hakimi, Riyadh Baghdadi, Y. Challal

{"title":"Deep Learning and Classical Machine Learning for code mapping in Heterogeneous Platforms","authors":"Yacine Hakimi, Riyadh Baghdadi, Y. Challal","doi":"10.1109/icnas53565.2021.9628950","DOIUrl":"https://doi.org/10.1109/icnas53565.2021.9628950","url":null,"abstract":"Programming modern heterogeneous systems is becoming more and more challenging due to their complexity. To simplify software development for such architectures, more advanced compilers are being designed. Such compilers automatically optimize code and hide the complexity of the target heterogeneous architecture from the developer. An example of problems that these compilers need to solve is to decide whether to map (run) a piece of code on CPU or GPU (Graphics Processing Unit). State-of-the-art compilers use accurate optimization heuristics to solve such problems and decide about how to optimize a code automatically. Traditional machine learning and Deep Learning approaches have both been used to build such heuristics. While traditional machine learning is well suited for training on small datasets, it is not well suited for extracting a set of high-quality features, on the other hand, deep learning can automatically extract features, but it needs a large amount of data to get satisfactory results.In this paper, we propose a new machine-learning-based model that allows a compiler to automatically decide whether to map a piece of code to CPU or GPU. Our model uses traditional machine learning and deep learning by exploiting the advantages of each of them. We show that our proposed model, which requires a small amount of data and training time, matches and outperforms state-of-the-art pre-trained deep learning models that require large amounts of data.","PeriodicalId":321454,"journal":{"name":"2021 International Conference on Networking and Advanced Systems (ICNAS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126966237","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

Efficient Interpolation-based Reversible Watermarking for Protecting Fingerprint Images 基于插值的指纹图像保护的有效可逆水印

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628987

Mohamed Lamine Benseddik, Khalil Zebbiche, M. S. Azzaz, S. Sadoudi

{"title":"Efficient Interpolation-based Reversible Watermarking for Protecting Fingerprint Images","authors":"Mohamed Lamine Benseddik, Khalil Zebbiche, M. S. Azzaz, S. Sadoudi","doi":"10.1109/icnas53565.2021.9628987","DOIUrl":"https://doi.org/10.1109/icnas53565.2021.9628987","url":null,"abstract":"In this paper, an efficient interpolation-based reversible watermarking scheme for protecting fingerprint images is proposed. The interpolation approach, which generates additional pixels, is adopted to ensure perfect retrieval of the original image. The aim of this scheme is to guarantee both authenticity and integrity verification of fingerprint images, by embedding two multibit watermarks into interpolated pixels. A new robust watermarking technique is proposed to embed the authenticity watermark into the Lifting Wavelet Transform (LWT) coefficients, by using an adapted perceptual model. The insertion of the integrity watermark is achieved by adapting a semi-fragile technique, which is based on the Intermediate Significant Bit Substitution (ISBS) approach and operates in the spatial domain. The integrity watermark is generated from a block checksum procedure and serves for tamper detection and localization purposes. Experimental results showed that the proposed technique offers good performances in terms of imperceptibility and robustness, and is also capable of detecting and localizing tampers on watermarked images.","PeriodicalId":321454,"journal":{"name":"2021 International Conference on Networking and Advanced Systems (ICNAS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131629363","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

A Q-learning based Forwarding Strategy for Named Data Networking 基于q学习的命名数据网络转发策略

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628982

Yakoub Mordjana, Badis Djamaa, Mustapha Réda Senouci

引用次数: 0

Classification of Coverage Algorithms in Multimedia Wireless Sensor Networks 多媒体无线传感器网络覆盖算法分类

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628905

Manel Bouhali, Amira Bendjeddou, Nacira Ghoualmi-Zine

引用次数: 1

Deep learning for cryptanalysis attack on IoMT wireless communications via smart eavesdropping 通过智能窃听对IoMT无线通信进行密码分析攻击的深度学习

2021 International Conference on Networking and Advanced Systems (ICNAS) Pub Date : 2021-10-27 DOI: 10.1109/icnas53565.2021.9628924

Zakaria Tolba, M. Derdour

引用次数: 2