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2021 IEEE 12th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)最新文献

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Reversible Attack Trees 可逆攻击树
Aliyu Tanko Ali, Damas P. Gruska
Attack trees are threat modeling formalism for identifying potential ways a system may be compromised. The underlying idea of this formalism is that possible attack points of a system are modeled as a set of nodes, together with the set of atomic actions which an attacker may execute to compromise the system. However, as attack trees are not designed from the administrator’s point of view, they are not equipped with sets of protection actions which can be used to stop an ongoing attack. In this paper we introduce reversible attack trees, as a variant of attack trees for which an ongoing attack can be fully or partially reset to the original state of the system. Then, we investigate whether the system administrator can detect whether a possible attack has reached some critical point in which his or her action is needed to prevent the attack by bringing the system to its initial state. Later, we show how this can be modeled by Timed Automata and checked by software tool UPPAAL.
攻击树是一种威胁建模形式,用于识别可能危及系统的潜在方式。这种形式化的基本思想是,系统的可能攻击点被建模为一组节点,以及攻击者可能执行的一组原子操作来破坏系统。但是,由于攻击树不是从管理员的角度设计的,因此它们没有配备一组可以用来阻止正在进行的攻击的保护动作。在本文中,我们引入了可逆攻击树,作为攻击树的一种变体,它可以将正在进行的攻击全部或部分重置到系统的原始状态。然后,我们调查系统管理员是否能够检测到可能的攻击是否已经达到某个临界点,在这个临界点上,他或她需要采取行动,通过将系统恢复到初始状态来防止攻击。稍后,我们将展示如何通过时间自动机建模并通过软件工具UPPAAL进行检查。
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引用次数: 0
Development of an IoT system using ESP8266 for the detection of asthma triggering allergens in children 利用ESP8266开发物联网系统,用于检测儿童哮喘触发过敏原
J. Villanueva, Danitza Yalli Villa, Angel Bello Merlo, Deyby Huamanchahua, Carlos Coaquira Rojo
Asthma is one of the diseases that are present in all parts of the world and a serious problem in countries with low and medium resources, causing 80% of deaths of patients with symptoms of not being treated correctly. Previous studies have shown that children with asthma are highly affected by environmental pollution and in Peru, the city with the highest presence of pollutants is Lima, with PM2.5 and PM10 being the most worrisome as they are the most frequently detected triggers in the city; For this reason, the aim is to create a system capable of detecting asthma triggers for the prevention of attacks. The system presented in this article seeks to measure air quality both inside the home of children with asthma and when it goes out, to avoid concerns on the part of parents or guardians in charge and to alert them in case of inconvenience. any. The system is responsible for uploading the reading of each of the sensors to a database in the cloud so that they are later published in a PWA and comparison and/or monitoring of the data can be carried out; so that a study of the environment in which the child is found can be carried out, to take the corresponding precautions. In this way, the system alerted those in charge through the IFTTT application that sent a message after detecting an anomaly.
哮喘是世界各地普遍存在的疾病之一,也是资源中低收入国家的一个严重问题,导致80%因症状未得到正确治疗而死亡的患者。先前的研究表明,患有哮喘的儿童受到环境污染的严重影响,在秘鲁,污染物含量最高的城市是利马,PM2.5和PM10是最令人担忧的,因为它们是该市最常检测到的触发因素;出于这个原因,我们的目标是创建一个能够检测哮喘诱因以预防发作的系统。本文提出的系统旨在测量哮喘儿童家中和外出时的空气质量,以避免家长或监护人的担忧,并在出现不便时提醒他们。任何。该系统负责将每个传感器的读数上传到云中的数据库,以便稍后在PWA中发布,并可以进行数据的比较和/或监测;这样就可以对孩子所处的环境进行研究,采取相应的预防措施。这样,系统通过IFTTT应用程序在发现异常后发送消息,向负责人发出警报。
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引用次数: 0
Leaving the Lights On? Exploring Cloud ERP Migrations and IS Discontinuance 让灯开着?探索云ERP迁移和IS中断
J. Kinnunen
As the paradigm shift from on-premise systems to cloud computing progresses, even core business systems such as ERP are being migrated to the cloud. Simultaneously, academia is showing an ever-increasing interest in researching IS discontinuance. However, little attention has been given to the combination of these two: how IS discontinuance is present with cloud ERP migrations. Based on a multiple-case study of six large companies, this study focuses on exploring the distinct factors behind the phenomenon and specifically on the replacement form of IS discontinuance. We conclude that there are specific characteristics which affect the continued use of the legacy system, but also demonstrate how the replacement process differs in this context. The results indicated that replacement through cloud ERP migration is not a sequential process, but rather parallel by nature, which may require maintaining two separate systems side-by-side for a certain period of time. The factors behind this are missing functionality in cloud ERP, voluntary legacy system continuance, data challenges and licensing lock-in, which in turn support the continued use of the legacy system.
随着从内部部署系统到云计算的范式转变,甚至像ERP这样的核心业务系统也正在迁移到云上。与此同时,学术界对研究is的中断表现出越来越大的兴趣。然而,很少有人关注这两者的结合:云ERP迁移是如何中断的。本研究基于对六家大公司的多案例研究,重点探讨了这一现象背后的独特因素,特别是IS停产的替代形式。我们得出的结论是,有一些特定的特征会影响遗留系统的继续使用,但也演示了在这种情况下替换过程是如何不同的。结果表明,通过云ERP迁移的替换不是一个连续的过程,而是并行的,这可能需要在一段时间内并排维护两个独立的系统。这背后的因素是云ERP中功能的缺失、遗留系统的自愿延续、数据挑战和许可锁定,这些因素反过来又支持遗留系统的持续使用。
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引用次数: 1
Blockchain Framework for Secured On-Demand Patient Health Records Sharing 安全按需患者健康记录共享的区块链框架
Meryem Abouali, K. Sharma, O. Ajayi, T. Saadawi
The healthcare sector is constantly improving patient health record systems. However, these systems face a significant challenge when confronted with patient health record (PHR) data due to its sensitivity. In addition, patient’s data is stored and spread generally across various healthcare facilities and among providers. This arrangement of distributed data becomes problematic whenever patients want to access their health records and then share them with their care provider, which yields a lack of interoperability among various healthcare systems. Moreover, most patient health record systems adopt a centralized management structure and deploy PHRs to the cloud, which raises privacy concerns when sharing patient information over a network. Therefore, it is vital to design a framework that considers patient privacy and data security when sharing sensitive information with healthcare facilities and providers. This paper proposes a blockchain framework for secured patient health records sharing that allows patients to have full access and control over their health records. With this novel approach, our framework applies the Ethereum blockchain smart contracts, the Inter-Planetary File System (IPFS) as an off-chain storage system, and the NuCypher protocol, which functions as key management and blockchain-based proxy re-encryption to create a secured on-demand patient health records sharing system effectively. Results show that the proposed framework is more secure than other schemes, and the PHRs will not be accessible to unauthorized providers or users. In addition, all encrypted data will only be accessible to and readable by verified entities set by the patient.
医疗保健部门正在不断改进患者健康记录系统。然而,由于患者健康记录(PHR)数据的敏感性,这些系统在面对患者健康记录(PHR)数据时面临着重大挑战。此外,患者的数据通常存储在不同的医疗保健机构和提供者之间,并在它们之间传播。每当患者想要访问他们的健康记录,然后与他们的护理提供者共享这些记录时,这种分布式数据的安排就会出现问题,这会导致各种医疗保健系统之间缺乏互操作性。此外,大多数患者健康记录系统采用集中管理结构,并将phrr部署到云端,这在通过网络共享患者信息时引发了隐私问题。因此,在与医疗机构和供应商共享敏感信息时,设计一个考虑患者隐私和数据安全的框架至关重要。本文提出了一个用于安全患者健康记录共享的区块链框架,该框架允许患者完全访问和控制他们的健康记录。通过这种新颖的方法,我们的框架应用了以太坊区块链智能合约,星际文件系统(IPFS)作为链下存储系统,以及NuCypher协议作为密钥管理和基于区块链的代理再加密,有效地创建了一个安全的按需患者健康记录共享系统。结果表明,该框架比其他方案具有更高的安全性,并且phr不会被未经授权的提供者或用户访问。此外,所有加密的数据只能由患者设置的经过验证的实体访问和读取。
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引用次数: 10
Neuromarketing Study Using Machine Learning for Predicting Purchase Decision 使用机器学习预测购买决策的神经营销研究
Maria Ramirez, Shima Kaheh, K. George
Neuromarketing research has evolved as a new and novel way of gathering reliable consumer data to understand consumer decisions better and increase marketing effectiveness. Physiological and neural signals are measured in neuromarketing to get insight into customers' motivations and preferences, which can help create new marketing materials, product development, pricing, and other marketing sectors. The most prevalent methods of measuring are brain scanning, which measures neural activity, and physiological tracking, which measures eye movement, heart rate, and skin conductivity. As part of this study, electroencephalogram (EEG) and functional near-infrared spectroscopy (fNIRS) are used together with galvanic skin response (GSR) and heart rate variability (HRV) to see how different colors of one product affects consumers' preferences. Machine learning algorithms such as the k-nearest neighbor (kNN) and support vector machine (SVM) are adopted to ascertain consumer preferences.
神经营销研究已经发展成为一种新的和新颖的方式来收集可靠的消费者数据,以更好地了解消费者的决定,提高营销效果。神经营销通过测量生理和神经信号来洞察顾客的动机和偏好,这有助于创造新的营销材料、产品开发、定价和其他营销部门。最流行的测量方法是测量神经活动的大脑扫描和测量眼球运动、心率和皮肤电导率的生理追踪。作为这项研究的一部分,脑电图(EEG)和功能性近红外光谱(fNIRS)与皮肤电反应(GSR)和心率变异性(HRV)一起使用,以了解一种产品的不同颜色如何影响消费者的偏好。采用k近邻(kNN)和支持向量机(SVM)等机器学习算法来确定消费者偏好。
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引用次数: 2
Sum rate maximization of D2D networks with energy constrained UAVs through deep unsupervised learning 基于深度无监督学习的能量受限无人机D2D网络和速率最大化
Benjamin Lea, Debaditya Shome, Omer Waqar, J. Tomal
We consider a system model in which several energy harvesting (EH) unmanned aerial vehicles (UAVs), often known as drones, are deployed with device-to-device (D2D) communication networks. For the considered system model, we formulate an optimization problem that aims to find an optimal transmit power vector which maximizes the sum rate of the D2D network while also meets the minimum energy requirements of the UAVs. Because of the nature of the system model, it is necessary to deliver solutions in real time i.e., within a channel coherence time. As a result, conventional non-data-driven optimization methods are inapplicable, as either their run-time overheads are prohibitively expensive or their solutions are significantly suboptimal. In this paper, we address this problem by proposing a deep unsupervised learning (DUL) based hybrid scheme in which a deep neural network (DNN) is complemented by the full power scheme. It is shown through simulations that our proposed hybrid scheme provides up to 91% higher sum rate than an existing fully non-data driven scheme and our scheme is able to obtain solutions quite efficiently, i.e., within a channel coherence time.
我们考虑了一个系统模型,其中几个能量收集(EH)无人驾驶飞行器(uav),通常被称为无人机,与设备到设备(D2D)通信网络部署。对于所考虑的系统模型,我们制定了一个优化问题,旨在找到一个最优的发射功率矢量,使D2D网络的和速率最大化,同时满足无人机的最小能量需求。由于系统模型的性质,有必要实时交付解决方案,即在信道相干时间内。因此,传统的非数据驱动的优化方法不适用,因为它们的运行时开销非常昂贵,或者它们的解决方案明显不是最优的。在本文中,我们通过提出一种基于深度无监督学习(DUL)的混合方案来解决这个问题,其中深度神经网络(DNN)与全功率方案相辅相成。通过仿真表明,我们提出的混合方案比现有的完全非数据驱动方案提供高达91%的和速率,并且我们的方案能够非常有效地获得解决方案,即在信道相干时间内。
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引用次数: 0
Internet of Things (IoT) Based Patient Fall Prediction and Monitoring System 基于物联网(IoT)的患者跌倒预测和监测系统
Devin Heng, Ethan Santos, Timothy Kheang, Kevin Nguyen, Hariharan Duraisamy, S. Raju, K. George
A large portion of death from an external cause in a hospital setting or care facility is caused by patient getting injured or hurt by falling down due to either disability or medication or by accident. A fall could lead to sustaining severe injuries and fatalities in some rare cases. It is highly unfortunate to get a call from the hospital stating that their family member has been injured by falling down. Elderly people are prone to fall more when compared to others and are also more likely to be fatal. In case of a fall, first aid should be provided immediately so that the fall does not cause fatal consequences. There are very few existing hospitals that can treat elderly people with intensive care and be proactive in tending to the patients. There are also limited technology that can help with detecting the fall. In most cases they turn out to be tardy as there would already have been consequences from the fall. In order to overcome this scenario, we may need special devices and gadgets. Instead of fall detection, determining the fall before it occurs and preventing it, will reduce the cost of treatment, the repercussions involved from the fall and also not make the fall lethal. This paper suggests the techniques of fall prevention that can abate the fall significantly in advance.
在医院环境或护理机构中,外因死亡的很大一部分是由于病人因残疾或药物或意外事故而受伤或摔倒造成的。在极少数情况下,跌倒可能导致持续严重伤害和死亡。接到医院的电话,说他们的家人摔倒受伤了,这是非常不幸的。与其他人相比,老年人更容易摔倒,也更容易致命。在跌倒的情况下,应立即提供急救,以免造成致命的后果。很少有现有的医院能够对老年人进行重症监护,并积极照顾病人。也有有限的技术可以帮助检测跌倒。在大多数情况下,他们被证明是迟到的,因为已经有了跌倒的后果。为了克服这种情况,我们可能需要特殊的设备和小工具。而不是检测跌倒,在跌倒发生之前确定并预防它,将减少治疗费用,跌倒所涉及的后果,也不会使跌倒致命。本文提出了预防跌倒的技术,可以明显地提前减少跌倒。
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引用次数: 1
Smart Fire Detection and Security System 智能火灾探测和安全系统
Manzar E Hassin, Adnan Al Neon, Sal Sabila, R. Rahman
The goal of our research is to design and implement a microcontroller-based smart fire detection and security system with real-time web integration. Most of the available fire alarms depend on the gas sensor only, which is not efficient enough to secure life and property. To minimize the issue, we bring a multi-sensor fire detection and notification technology. The significance of our study is to detect fire at an early stage with the help of multiple sensors like temperature, gas, and flame. We also use a motion sensor for detecting movement during a fire event. It can be used for security purposes as well. We have developed the system based on a custom algorithm that was written in C programming language. The entire system runs on an AVR microcontroller. The study has two major parts: the first part gets raw data from multiple sensors. After that, it processes the data and saves the data to the MySQL database; and the second part generates a graph on the web portal based on the saved data from the database. By integration of these two parts, this system can detect intruders more efficiently as well.
我们的研究目标是设计和实现一个基于微控制器的智能火灾探测和安全系统,并实时集成web。大多数现有的火灾报警器仅依赖于气体传感器,其效率不足以确保生命和财产的安全。为了尽量减少这个问题,我们引入了一种多传感器火灾探测和通知技术。我们研究的意义在于通过温度、气体、火焰等多种传感器在早期发现火灾。我们还使用运动传感器来检测火灾事件中的运动。它也可以用于安全目的。我们基于C语言编写的自定义算法开发了该系统。整个系统运行在AVR微控制器上。这项研究有两个主要部分:第一部分从多个传感器获取原始数据。然后对数据进行处理并保存到MySQL数据库中;第二部分根据数据库中保存的数据在门户网站上生成图形。通过这两部分的集成,该系统可以更有效地检测入侵者。
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引用次数: 1
Low-Cost Open Source IoT-Based SCADA System for a BTS Site Using ESP32 and Arduino IoT Cloud 基于ESP32和Arduino物联网云的BTS站点低成本开源物联网SCADA系统
Cyprian Oton, M. Iqbal
A low-cost open source IoT-based SCADA system for a rural BTS site using ESP32 and Arduino IoT Cloud is presented in this work. Current, voltage, temperature, and humidity sensors are programmed to measure relevant parameters of interest, and the measured Data is processed and parsed to the Arduino IoT Cloud via a Wi-Fi network communication channel. A widget-based dashboard is created on the Arduino IoT Cloud to monitor and control the system. A mobile application is also deployed to aid remote monitoring and control as well. LEDs are used to implement a high temperature and low voltage control logic. A prototype is used to demonstrate this as an illustration of what is obtainable in a Base Transceiver Station (BTS), where the voltage must be within a specific value (48 V) and the temperature within an acceptable value too.
本文介绍了一种基于ESP32和Arduino IoT Cloud的低成本开源SCADA系统,用于农村BTS站点。对电流、电压、温度和湿度传感器进行编程,测量感兴趣的相关参数,并通过Wi-Fi网络通信通道对测量数据进行处理和解析到Arduino IoT Cloud。在Arduino物联网云上创建了一个基于小部件的仪表板来监视和控制系统。还部署了一个移动应用程序来帮助远程监测和控制。led用于实现高温低电压控制逻辑。一个原型用于演示这一点,作为在基站收发器站(BTS)中可获得的说明,其中电压必须在特定值(48 V)内,温度也必须在可接受的值内。
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引用次数: 8
Slot Based Round Robin Algorithm for RMCSA Problem in a Spatially-Spectrally FONs 空间频谱FONs中RMCSA问题的基于槽位轮询算法
Cameron Woolfries, Martin Van Laethem, Nolan Crooks, Tushya Iyer, Michal Aibin
This short paper introduces a new approach for solving the Routing, Modulation, Core and Spectrum Assignment problem in Spatially-Spectrally Flexible Optical Networks called Slot Based Round Robin. We compare it with other approaches available in the literature by evaluating their performance under dynamic routing using two real-life networks. Our approach balances requests allocation, resulting in a more than 25% reduction of Bandwidth Blocking Probability.
本文介绍了一种解决空间频谱柔性光网络中路由、调制、核心和频谱分配问题的新方法——基于时隙的轮询。我们通过使用两个实际网络评估其在动态路由下的性能,将其与文献中可用的其他方法进行比较。我们的方法平衡请求分配,导致带宽阻塞概率降低25%以上。
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引用次数: 0
期刊
2021 IEEE 12th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)
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