2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)最新文献_第2页

Securing Industrial Control Systems Using Physical Device Fingerprinting 使用物理设备指纹保护工业控制系统

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/IOTSMS52051.2020.9340160

Tsion Yimer, Md Tanvir Arafin, K. Kornegay

{"title":"Securing Industrial Control Systems Using Physical Device Fingerprinting","authors":"Tsion Yimer, Md Tanvir Arafin, K. Kornegay","doi":"10.1109/IOTSMS52051.2020.9340160","DOIUrl":"https://doi.org/10.1109/IOTSMS52051.2020.9340160","url":null,"abstract":"The advent of the Internet-of-Things (IoT) has introduced new connectivity modalities, communication protocols, and optimized architectures to coordinate Things on a network. BACnet MS/TP is a protocol that has the potential to deliver a reliable IoT back-end for industrial systems. However, conventional security threats can severely affect trust between the nodes in the network, leading to critical infrastructure failures. Hence, we analyze the opportunities and challenges for hardware solutions in securing BACnet controllers in this work. First, we look into the security threats and develop practical attack models. Then, we demonstrate how we model clocks in the network for fingerprinting. Next, we propose a distributed security monitor for deployment across the BACnet MS/TP nodes. We also illustrate how clock fingerprinting data can enable the security monitor to prevent intrusion and tampering. Finally, we experimentally verify our attacker model, attack scenarios, and the effectiveness of hardware-oriented security solutions for intrusion prevention and tampering on an industrial standard BACnet MS/TP network.","PeriodicalId":147136,"journal":{"name":"2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130316802","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

Evaluation of Objective Function Descriptions And Optimization Methodologies For Task Allocation In A Dynamic Fog Environment 动态雾环境下任务分配的目标函数描述评价与优化方法

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/IOTSMS52051.2020.9340219

Reinout Eyckerman, Siegfried Mercelis, J. Márquez-Barja, P. Hellinckx

引用次数: 2

Methodological approach for creating an IoT manufacturing application 创建物联网制造应用的方法学方法

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/IOTSMS52051.2020.9340188

Achraf Rahmouni, Catarina Ferreira Da Silva, P. Ghodous

引用次数: 0

A Novel Approach Based on Blockchain to Enhance Security with Dynamic Policy Updating 基于区块链的动态策略更新增强安全的新方法

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/IOTSMS52051.2020.9340164

Oussama Mounnan, A. E. Mouatasim, Otman Manad, Aissam Outchakoucht, Hamza Es-Samaali, L. Boubchir

{"title":"A Novel Approach Based on Blockchain to Enhance Security with Dynamic Policy Updating","authors":"Oussama Mounnan, A. E. Mouatasim, Otman Manad, Aissam Outchakoucht, Hamza Es-Samaali, L. Boubchir","doi":"10.1109/IOTSMS52051.2020.9340164","DOIUrl":"https://doi.org/10.1109/IOTSMS52051.2020.9340164","url":null,"abstract":"The cipher-text policy attribute-based encryption is a promising technique to ensure the security in the third trust parties environment and offers opportunities to their users. However, the policy updating becomes a challenging issue when we use CP-ABE to construct access control schemes. The traditional method consists of presenting a huge work to the data owners, data retrieving, its re-encryption under the new access policy, and the re-sending back to the cloud. These interactions incur a heavy computation burden and a high communication on the data owner. In this paper, we propose a novel approach, in one hand, to enhance the security by using Blockchain technology, and in the other hand to update the access policy dynamically. We use Blockchain to deploy a policy in a manner that preserves security. We use also the cloud to store the data with CP-ABE, and especially, we focus on the delegation of the policy updating method to the cloud. This method can minimize the computation work and avoid the transmission of encrypted data by combining the ciphertext and previous access strategy. Moreover, we also design a policy updating algorithm. In our scheme, the security is occurred by two factors, the first one must satisfy the policy in the CP-ABE. The second one also must satisfy the policy deployed in the Blockchain to have the authorization token generated to access the desired resources.","PeriodicalId":147136,"journal":{"name":"2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132590569","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

WSNB: Wearable Sensors with Neural Networks Located in a Base Station for IoT Environment WSNB:基于物联网环境基站的神经网络可穿戴传感器

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/IOTSMS52051.2020.9340167

Alaa Mheisn, M. Shurman, A. Alma'aitah

引用次数: 0

VM Introspection-based Allowlisting for IaaS IaaS中基于VM自省的Allowlisting

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/IOTSMS52051.2020.9340190

Farah Fargo, O. Franza, Cihan Tunc, S. Hariri

{"title":"VM Introspection-based Allowlisting for IaaS","authors":"Farah Fargo, O. Franza, Cihan Tunc, S. Hariri","doi":"10.1109/IOTSMS52051.2020.9340190","DOIUrl":"https://doi.org/10.1109/IOTSMS52051.2020.9340190","url":null,"abstract":"Cloud computing has become the main backend of the IT infrastructure as it provides ubiquitous and on-demand computing to serve to a wide range of users including end-users and high-performance demanding agencies. The users can allocate and free resources allocated for their Virtual Machines (VMs) as needed. However, with the rapid growth of interest in cloud computing systems, several issues have arisen especially in the domain of cybersecurity. It is a known fact that not only the malicious users can freely allocate VMs, but also they can infect victims’ VMs to run their own tools that include cryptocurrency mining, ransomware, or cyberattacks against others. Even though there exist intrusion detection systems (IDS), running an IDS on every VM can be a costly process and it would require fine configuration that only a small subset of the cloud users are knowledgeable about. Therefore, to overcome this challenge, in this paper we present a VM introspection based allowlisting method to be deployed and managed directly by the cloud providers to check if there are any malicious software running on the VMs with minimum user intervention. Our middleware monitors the processes and if it detects unknown events, it will notify the users and/or can take action as needed.","PeriodicalId":147136,"journal":{"name":"2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127186750","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

Using Siamese Networks to Detect Shading on the Edge of Solar Farms 使用暹罗网络检测太阳能农场边缘的阴影

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/IOTSMS52051.2020.9340189

S. Shapsough, I. Zualkernan, R. Dhaouadi, A. Sajun

{"title":"Using Siamese Networks to Detect Shading on the Edge of Solar Farms","authors":"S. Shapsough, I. Zualkernan, R. Dhaouadi, A. Sajun","doi":"10.1109/IOTSMS52051.2020.9340189","DOIUrl":"https://doi.org/10.1109/IOTSMS52051.2020.9340189","url":null,"abstract":"Solar power is one of the most promising sources of green power for future cities. However, real-time anomaly detection remains a challenge. Internet of Things (IoT) is an effective platform for real-time monitoring of large-scale solar farms. Using low-cost edge devices such as the Raspberry Pi (RPI), it is possible to not only read power and irradiance values from in-situ sensors, but to also apply machine learning and deep learning algorithms for real-time analysis and for detecting anomalous behaviors. This paper presents the design and implementation of an edge analytics application that uses RPI as an edge device. The Isolation Forest algorithm was first used to detect shading anomalies. A Siamese neural network was then trained to create a latent-space mapping. An anomaly detection model based on the latent space and a neural network and kNN was developed. These models could detect shading anomalies with an F1-Score of 0.94. Embedded variants of the model based on TensorFlow Lite and TensorRT were evaluated to service a large number of solar panels at 1Hz. The results are that a single RPI could do parallel anomaly detection of 512 solar panels at 1 Hz with 0% failures. The TensorRT variant consumed more resources than the TensorFlow Lite implementation, but the maximum CPU utilization remained below 75%.","PeriodicalId":147136,"journal":{"name":"2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)","volume":"177 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121521949","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

Data Quality Model-based Testing of Information Systems: the Use-case of E-scooters 基于数据质量模型的信息系统测试:电动滑板车用例

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/IOTSMS52051.2020.9340228

Anastasija Nikiforova, J. Bičevskis, Zane Bicevska, Ivo Oditis

引用次数: 1

Transferability of Privacy-related Behaviours to Shared Smart Home Assistant Devices 与隐私相关的行为可转移到共享智能家居辅助设备

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/IOTSMS52051.2020.9340199

Vanessa Z. Lin, S. Parkin

{"title":"Transferability of Privacy-related Behaviours to Shared Smart Home Assistant Devices","authors":"Vanessa Z. Lin, S. Parkin","doi":"10.1109/IOTSMS52051.2020.9340199","DOIUrl":"https://doi.org/10.1109/IOTSMS52051.2020.9340199","url":null,"abstract":"Smart assistant devices (such as Amazon Echo or Google Home) have notable differences to more conventional consumer computing devices. They can be used through voice control as well as physical interaction, and are often positioned as a shared device within a home environment. We conduct an exploratory online survey with 97 UK-based users of smart assistant devices, to examine the differences users perceive between smart assistants and more familiar devices (such as smartphones and computers), in terms of shared use dynamics, privacy-related behaviours, and privacy concerns. The survey explores typical usage, setup practices, perceived ease of use and control, privacy concerns for multiple users, shared usage of existing devices, and smart assistant privacy control usage. Approximately half of participants were unsure of where to access privacy settings on their smart home assistants; basic device controls and informal privacy controls saw general use. Those who had used privacy controls with previous devices used at least one smart assistant privacy control. Results have implications for supporting transferable privacy behaviours from computing devices to smart home devices, and improving privacy-related design for smart assistants.","PeriodicalId":147136,"journal":{"name":"2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130819801","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

IOTSMS 2020 Author Index IOTSMS 2020作者索引

2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS) Pub Date : 2020-12-14 DOI: 10.1109/iotsms52051.2020.9340227

引用次数: 0