2022 IEEE International Symposium on Measurements & Networking (M&N)最新文献_第3页

Distributed optical fiber sensors for the soil temperature measurement in river embankments 用于河堤土壤温度测量的分布式光纤传感器

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887664

L. Schenato, Nicola Fabbian, G. D. Santa, P. Simonini, F. D. Polo, Giacomo Tedesco, G. Marcato, S. Cola

引用次数: 1

Stopping Floods with Buckets: Attack and Countermeasure for IOTA Autopeering 桶防洪水:IOTA自动驾驶的攻击与对策

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887643

Alessandro Brighente, M. Conti, Gulshan Kumar, Reza Ghanbari, R. Saha

{"title":"Stopping Floods with Buckets: Attack and Countermeasure for IOTA Autopeering","authors":"Alessandro Brighente, M. Conti, Gulshan Kumar, Reza Ghanbari, R. Saha","doi":"10.1109/MN55117.2022.9887643","DOIUrl":"https://doi.org/10.1109/MN55117.2022.9887643","url":null,"abstract":"Distributed Ledger Technology (DLT) is one of the most promising technology at present with applications in different domains, such as Cyber-Physical Systems (CPS) and Internet of Thing (IoT). IOTA is an example of Directed Acyclic Graph (DAG)-based DLTs applicable to IoT, addressing the issues of scalability, consensus complexity, and mining incentives of blockchains. In order to join the network and to later disseminate fresh information, nodes exploit IOTA's autopeering module. The security of this module is hence of fundamental importance for the network liveness, however this requirement has never been analyzed in the literature. In this paper, we provide the first security analysis of the autopeering module of the Coordicide, IOTA's main framework. We divide the contribution in two parts: i) we show that the peer-discovery process in the autopeering module is vulnerable to flooding attack, a type of Denial of Service (DoS), and ii) we propose Time Constrained Identity Match (TID), a novel protocol to mitigate the flooding attack. In particular, we compare two implementations of TID: leaky-TID based on leaky bucket, and token-Tid based on token bucket. We discuss their suitability to IOTA both in terms of effectiveness in mitigating the flooding attack and in terms of resource consumption (memory and CPU). Based on the results, we observe that leaky-TID shows the better performance in preventing flooding attacks, reducing the traffic under attack by 67% and reducing memory consumption by 12.5%.","PeriodicalId":148281,"journal":{"name":"2022 IEEE International Symposium on Measurements & Networking (M&N)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130646738","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

Improving LoRa-REP scalability in emergency scenarios by means of slotted delay 通过开槽延迟提高紧急情况下LoRa-REP的可扩展性

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887767

P. Ferrari, P. Bellagente, A. Depari, D. F. Carvalho, A. Flammini, M. Pasetti, S. Rinaldi, E. Sisinni

{"title":"Improving LoRa-REP scalability in emergency scenarios by means of slotted delay","authors":"P. Ferrari, P. Bellagente, A. Depari, D. F. Carvalho, A. Flammini, M. Pasetti, S. Rinaldi, E. Sisinni","doi":"10.1109/MN55117.2022.9887767","DOIUrl":"https://doi.org/10.1109/MN55117.2022.9887767","url":null,"abstract":"The LoRa-REP is transparent enhancement of LoRa W Anthat can effectively handle emergency transmissions caused by important, but sporadic, events. LoRa-REP is designed to shorten the average latency and reduce emergency communication failure probability using a message replication approach, suitable for Internet-of- Things (loT) applications. A hardware implementation and a proof-of-concept scenario are realized, together with a simulator. Previous experiments demonstrate feasibility, while scalability is shown being somehow limited especially if short transaction delay are needed. For this reason, this work proposes a comparative analysis of the pre-existing LoRa-REP scalability and, for the first time, customizes standards slotted delay strategies to the specific LoRA-REP scenarios. The simulation considers up to 10 co-located LoRa-REP nodes and as much as 1000 standard LoRa W Annodes. The results show that the proposed LoRa-REP with slotted delay can scale, maintain compatibility with standard LoRa Wanbackend and, at the same time, optimize average performance (up to 10%). Moreover, the simulations can be used to obtain the set of parameters of LoRa-REP with slotted delay that match goals of each application.","PeriodicalId":148281,"journal":{"name":"2022 IEEE International Symposium on Measurements & Networking (M&N)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121687519","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

Impedance Adaptation Technique to Improve Pipeline Communication Distance 提高管道通信距离的阻抗自适应技术

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887721

Paolo Caruso, Domenico Di Caro, S. D. Iacono, V. Paciello

{"title":"Impedance Adaptation Technique to Improve Pipeline Communication Distance","authors":"Paolo Caruso, Domenico Di Caro, S. D. Iacono, V. Paciello","doi":"10.1109/MN55117.2022.9887721","DOIUrl":"https://doi.org/10.1109/MN55117.2022.9887721","url":null,"abstract":"In recent years, a growing necessity of monitoring facilities like gas or water pipelines has raised to ensure high security and proper maintenance of the infrastructures. In particular, in piping systems, there is the need to monitor the cathodic protection voltage, whose presence allows to protect the pipeline from corrosive effects and avoid damage to the system. The state of protection of the pipes also needs to be communicated outside of the measurement point. Unfortunately, most pipelines are located in places where creating a wireless communication network is very expensive. An innovative and unconventional way to achieve this goal is to use the pipelines as a communication channel, avoiding installing dedicated data communication systems. Starting from the authors' background, in this paper, an opamp-based circuit is presented and adopted for the information transfer over gas pipelines. A characterization of the presented circuit is made to find the relationship between the reflection coefficient and the impedance connected to a specific port of the circulator. Measured the pipeline input impedance and knowing the theory about the transmission lines, the output impedance of the circulator is adjusted to obtain the impedance matching with the line to have a complete transmission of the signal on the gas pipeline. In the last section of the paper, the effective improvement of the communication channel obtained by inserting the circulator in the communication link is shown. The final aim is to transmit a certain number of bytes with a private communication protocol, in order to avoid informatic attacks and to improve the cyber-security level.","PeriodicalId":148281,"journal":{"name":"2022 IEEE International Symposium on Measurements & Networking (M&N)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126455657","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

Open Access Online Platform for Transducers Development Conforming the IEEE 1451 符合IEEE 1451标准的传感器开发开放访问在线平台

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887739

J. Pereira, A. Espírito-Santo

引用次数: 1

Performance comparison in Ultra Wide Band positioning in sensor networks: least square minimization versus grid search approach 传感器网络中超宽带定位性能比较:最小二乘最小化与网格搜索方法

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887768

L. Ferrigno, F. Milano, Valentina Pingerna, G. Cerro, M. Laracca

{"title":"Performance comparison in Ultra Wide Band positioning in sensor networks: least square minimization versus grid search approach","authors":"L. Ferrigno, F. Milano, Valentina Pingerna, G. Cerro, M. Laracca","doi":"10.1109/MN55117.2022.9887768","DOIUrl":"https://doi.org/10.1109/MN55117.2022.9887768","url":null,"abstract":"The localization task in sensor networks is partic-ularly critical whenever the sensor measurements are position-related, as in case of thermal and electromagnetic quantities. The deployment of a sensor network often requires the usage of low-cost devices able to achieve acceptable measurement accuracy and having the need to retrieve fast and accurate positioning information. In such networks, the localization task is generally performed by a special node coordinating the network. Nevertheless, its computing power is often limited. To this aim, in this paper we compare two different positioning techniques (least square minimization, grid search), to be applied in Ultra- Wide-Band positioning scheme, from the accuracy point of view and computing time required for accomplishing the task. They differ in working principle, needed a priori information, localization resolution and time to completion parameter. According to the available resources, the adoption of one of them should be prefer-able to the other one. Obtained results prove the goodness of both methods, specifically ranking them by application purposes. The paper is intended to give the designers an extensive analysis to evaluate pros and cons to adopt a completely blind positioning technique, namely the least square minimization, versus a more informed and constrained system, as the grid search case.","PeriodicalId":148281,"journal":{"name":"2022 IEEE International Symposium on Measurements & Networking (M&N)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132145082","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

Explaining Deep Learning Models for Per-packet Encrypted Network Traffic Classification 解释逐包加密网络流量分类的深度学习模型

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887744

Luis Garcia, G. Bartlett, Srivatsan Ravi, Harun Ibrahim, W. Hardaker, Erik Kline

{"title":"Explaining Deep Learning Models for Per-packet Encrypted Network Traffic Classification","authors":"Luis Garcia, G. Bartlett, Srivatsan Ravi, Harun Ibrahim, W. Hardaker, Erik Kline","doi":"10.1109/MN55117.2022.9887744","DOIUrl":"https://doi.org/10.1109/MN55117.2022.9887744","url":null,"abstract":"Machine learning is increasingly applied to network traffic analysis to aid in tasks such as quality of service management, trend monitoring, and security. Recent advances in deep learning have enabled not only the classification of encrypted transits, but classification on a per-packet level. End-to-end deep learning models are becoming increasingly ubiq-uitous given their ease of use, i.e., developers do not need to engineer features, and their apparent versatility. However, deep learning entails black-box models that hinder the capability to debug and explain classifications. Moreover, the computational complexity of deep learning can incur unnecessary latency, which is problematic for real-time classification needs. In this paper, we propose a methodology to interpret black-box, deep learning-based encrypted network traffic classification models, with an attempt to understand the dominant features a classifier is focusing on for a given task. We evaluate our approach on state-of-the-art deep learning classification techniques for encrypted per-packet classification and demonstrate how interpretability can be used to debug and improve the training pipeline while significantly reducing the size of the deep learning model. We propose future directions toward optimizing model performance while maintaining explainability.","PeriodicalId":148281,"journal":{"name":"2022 IEEE International Symposium on Measurements & Networking (M&N)","volume":"225 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132350968","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

Waveform monitoring with LoRaWAN: Is it feasible? 用LoRaWAN进行波形监测:可行吗?

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887741

G. Giorgi, A. Pozzebon, C. Narduzzi

引用次数: 0

On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection 机器学习方法在网络入侵检测早期分类中的应用

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887775

Idio Guarino, Giampaolo Bovenzi, Davide Di Monda, Giuseppe Aceto, D. Ciuonzo, A. Pescapé

引用次数: 6

The ICNIRP 2020 Guidelines and Standardization update of Serbian EMF radiation exposure limits 塞尔维亚EMF辐射暴露限值的ICNIRP 2020指南和标准化更新

2022 IEEE International Symposium on Measurements & Networking (M&N) Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887676

N. Djuric, D. Kljajić, Teodora Gavrilov, Nadja Markovic Golubovic, S. Djuric

{"title":"The ICNIRP 2020 Guidelines and Standardization update of Serbian EMF radiation exposure limits","authors":"N. Djuric, D. Kljajić, Teodora Gavrilov, Nadja Markovic Golubovic, S. Djuric","doi":"10.1109/MN55117.2022.9887676","DOIUrl":"https://doi.org/10.1109/MN55117.2022.9887676","url":null,"abstract":"The man-made electromagnetic field (EMF) has been extensively used in last several decades, particularly since wireless telecommunication technology experienced substantial expansion. Simultaneously, the exposure to EMF has become an issue and inevitable part of intensive public debate on health ef-fects. Thus, the International Commission for Non-Ionizing Ra-diation Protection (ICNIRP) has published ICNIRP 2020 guide-lines, in order to ensure high-quality protection against all so far acknowledged health risks when population is/can be exposed to EMFs. Beside the latest updates of the exposure limits, which are based on improved scientific accuracy in most recent scien-tific studies, an important task of the ICNIRP 2020 is also a rec-ommendation to national decision-makers to update their EMF legislation. Such accomplishment is fundamental for their activ-ities on EMF investigation, since all activities should be lined up with up-to-date recommendations. In this paper, the standardi-zation update of the most important Serbian EMF legislation acts is considered, highlighting parts of prescribed EMF expo-sure limits that should be altered in the near future.","PeriodicalId":148281,"journal":{"name":"2022 IEEE International Symposium on Measurements & Networking (M&N)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128821101","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