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2020 3rd International Conference on Information and Computer Technologies (ICICT)最新文献

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A Mathematical Framework for Exploring Protein Folding Dynamics using Probabilistic Model Checking 利用概率模型检验探索蛋白质折叠动力学的数学框架
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00026
P. Biswas, Sarit Pal, S. Khatri
Protein folding has always been a key problem in the field of computational biology. Several models have been proposed for protein folding in the past. The sequence via which a protein folds has a strong impact on the presence or absence of a disease in an organism. Given their significance to the health of an organism, in this paper, we present a Probabilistic Model Checking (PMC) based approach which provides statistical answers to questions that one may pose about the protein folding process. In such an approach, the protein folding model is represented as a probabilistic state transition system, and the questions are expressed formally in form of temporal properties. The PMC engine provides the probability of satisfying the property, which provides an insight into the protein folding process. Such properties are of several kinds - liveness properties, safety properties and fairness properties. We verify the properties on a probabilistic model checker. In this paper, we present our approach, and demonstrate its applicability by using the protein pro-insulin as our test case. We first express the dynamics of this protein using a probabilistic state transition system. Based on the state transition model we express several liveness, fairness and safety properties which target the folding steps/transitions. The probabilistic model checker tool (Prism [29-32]) is invoked to provide the probability of satisfying each of these queries. We have analyzed the change in the property satisfaction probability as a function of the change in the concentration level of the oxidation and reduction reagents. To the best of the authors’ knowledge, this is the first paper to model protein folding dynamics probabilistically, using Probabilistic Model Checking, a powerful technique from the domain of formal verification of state transition systems.
蛋白质折叠一直是计算生物学领域的一个关键问题。过去已经提出了几种蛋白质折叠的模型。蛋白质折叠的顺序对生物体中疾病的存在与否有强烈的影响。鉴于它们对生物体健康的重要性,在本文中,我们提出了一种基于概率模型检查(PMC)的方法,该方法为人们可能提出的有关蛋白质折叠过程的问题提供了统计答案。在这种方法中,蛋白质折叠模型被表示为一个概率状态转移系统,问题以时间属性的形式正式表示。PMC引擎提供了满足该特性的概率,从而提供了对蛋白质折叠过程的深入了解。这些性质有几种:活跃性、安全性和公平性。我们在概率模型检查器上验证属性。在本文中,我们提出了我们的方法,并通过使用胰岛素原蛋白作为我们的测试案例来证明其适用性。我们首先用一个概率状态转移系统来表达这种蛋白质的动力学。在状态转移模型的基础上,我们表达了针对折叠步骤/转移的活泼性、公平性和安全性。调用概率模型检查器工具(Prism[29-32])来提供满足这些查询的概率。我们分析了性能满足概率随氧化还原试剂浓度水平变化的函数变化。据作者所知,这是第一篇使用概率模型检查(Probabilistic model Checking)对蛋白质折叠动力学进行概率建模的论文,这是一种来自状态转移系统形式化验证领域的强大技术。
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引用次数: 0
Horizontal Correlation Analysis of Elliptic Curve Diffie Hellman 椭圆曲线Diffie Hellman水平相关分析
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00087
S. Karthikeyan, H. El-Razouk
The world is facing a new revolutionary technology transition, Internet of things (IoT). IoT systems requires secure connectivity of distributed entities, including in-field sensors. For such external devices, Side Channel Analysis poses a potential threat as it does not require complete knowledge about the crypto algorithm. In this work, we perform Horizontal Correlation Power Analysis (HCPA) which is a type of Side Channel Analysis (SCA) over the Elliptic Curve Diffie Hellman (ECDH) key exchange protocol. ChipWhisperer (CW) by NewAE Technologies is an open source toolchain which is utilized to perform the HCPA by using CW toolchain. To best of our knowledge, this is the first attempt to implemented ECDH on Artix-7 FPGA for HCPA. We compare our correlation results with the results from AES -128 bits provided by CW. Our point of attack is the Double and Add algorithm which is used to perform Scalar multiplication in ECC. We obtain a maximum correlation of 7% for the key guess using the HCPA. We also discuss about the possible cause for lower correlation and few potentials ways to improve it. In Addition to HCPA we also perform Simple Power Analysis (SPA) (visual) for ECDH, to guess the trailing zeros in the 128- bit secret key for different power traces.
世界正面临着一场新的革命性技术转型——物联网(IoT)。物联网系统需要分布式实体的安全连接,包括现场传感器。对于这样的外部设备,侧信道分析构成了潜在的威胁,因为它不需要完全了解加密算法。在这项工作中,我们执行水平相关功率分析(HCPA),这是椭圆曲线Diffie Hellman (ECDH)密钥交换协议上的一种侧信道分析(SCA)。NewAE Technologies的ChipWhisperer (CW)是一个开源工具链,利用CW工具链实现HCPA。据我们所知,这是第一次尝试在HCPA的Artix-7 FPGA上实现ECDH。我们将我们的相关结果与CW提供的AES -128比特的结果进行了比较。我们的攻击点是在ECC中用于执行标量乘法的双加算法。我们使用HCPA获得的关键猜测的最大相关性为7%。我们还讨论了相关性降低的可能原因和几种可能的改进方法。除了HCPA之外,我们还对ECDH执行简单功率分析(SPA)(可视化),以猜测不同功率走线的128位密钥中的尾随零。
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引用次数: 0
Kagawa University-Type Development Model and Its Practice of Information System for Regional Problem Solution by Open Innovation 香川大学式开发模式及其通过开放式创新解决地区问题的信息系统实践
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00035
T. Kunieda, Satoru Yamada, Tetsuya Ikeda, Yusuke Kometani, Naka Gotoda, Rihito Yaegashi
Kagawa University has jointly developed a regional problem-solving information system with Ricoh Co., Ltd. These are Advertising Display Printer System (KadaPos), Travel Diary Generation/ Printing System (KaDiary) and Tourist Guidebook Generating/Printing System (KadaPam). These information systems were developed by combining Ricoh's image matching technology and print control technology with the information system development technology of Kagawa University. These systems were developed based on the "Kagawa University-type development model". The model is composed of "extraction of regional problems", "planning solutions for problems", "development of prototype systems to verify solutions" and "demonstration experiments using prototype systems". In this paper, we describe the practice of the "Kagawa University-type development model" in the development processes of KadaPos, KaDiary and KadaPam. The practice of regional problem-solving information system development based on "Kagawa University-type development model" shows that there is a certain effect in the development of regional problem-solving information system and technology verification in enterprises.
香川大学与理光株式会社共同开发了解决地区问题的信息系统。这些系统包括广告显示打印机系统 (KadaPos)、旅游日记生成/打印系统 (KaDiary) 和旅游指南生成/打印系统 (KadaPam)。这些信息系统是将理光的图像匹配技术和打印控制技术与香川大学的信息系统开发技术结合起来开发的。这些系统是根据 "香川大学式开发模式 "开发的。该模式由 "提取地区问题"、"规划问题解决方案"、"开发验证解决方案的原型系统 "和 "使用原型系统进行演示实验 "组成。本文介绍了 "香川大学式开发模式 "在 KadaPos、KaDiary 和 KadaPam 开发过程中的实践。基于 "香川大学式开发模式 "的地区问题解决信息系统开发实践表明,地区问题解决信息系统开发和企业技术验证具有一定的效果。
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引用次数: 0
Low Cost IoT-Based System for Monitoring and Remote Controlling Aviaries 基于物联网的低成本鸟舍监测和远程控制系统
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00090
Adenilson Mumbelli, Robison Cris Brito, V. Pegorini, Luis Felipe Priester
These days, in order for the poultry farmers to be successful in their activities, it is necessary to control with precision all data related to the poultry management. Many times, such data are contained inside the own aviary, temperature, ventilation, level of feed, lighting, among others. These parameters exert influence directly on the chicken’s growth. The proposed model combines hardware and software in order to monitor and automatically control these environmental parameters, allowing the poultry farmer to configure predefined function standards, as well as control such data remotely through a smartphone application. Besides allowing the configuration of the control parameters, the proposed model allows to monitor the temperature values and actuators status in real time, creating logs of the sensors and alarms readings. Several of the concepts of Internet of Things (IoT) were applied in this work in order to build a systemic design with high scalability.
目前,为了使家禽养殖户在其活动中取得成功,有必要精确控制与家禽管理有关的所有数据。很多时候,这些数据包含在自己的鸟舍内,温度,通风,饲料水平,照明等。这些参数对鸡的生长有直接影响。提出的模型结合了硬件和软件,以监测和自动控制这些环境参数,允许家禽养殖户配置预定义的功能标准,以及通过智能手机应用程序远程控制这些数据。除了允许配置控制参数外,所提出的模型还允许实时监控温度值和执行器状态,创建传感器和警报读数的日志。为了构建一个具有高可扩展性的系统设计,本工作应用了物联网(IoT)的多个概念。
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引用次数: 2
Inkatán: A Game for Smart TV and Android with Ensemble Interactions Inkatán:智能电视和Android的集成交互游戏
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00043
Raphael Bravo Dedo, Juan Jesus Cueto Yabar, David Mauricio
Nowadays, the game industry related to the interaction of multiples devices is still incipient due the current limitations between specific attributes like connection, compatibility of different platforms and documentation for development. In this paper we proposed a multiplayer game called INKATAN that integrates ensemble interactions and cross device technologies between Smart TVs and Android devices. We use a library based on Web sockets that allow, based on server-client principle, the connection of multiple devices that share similar environment independently of the platform that it belongs. INKATAN is a cooperative strategy game that allow up to 4 players to play at the same time using Android devices and a Smart TV as an interaction chart. The tests performed to 30 users divided in groups of 2 and 4 players show that the experience, quality and satisfaction present between accord and totally accord of all participants.
如今,由于连接、不同平台的兼容性和开发文档等特定属性的限制,与多种设备交互相关的游戏产业仍处于起步阶段。在本文中,我们提出了一个名为INKATAN的多人游戏,它集成了智能电视和Android设备之间的集成交互和跨设备技术。我们使用一个基于Web套接字的库,它允许基于服务器-客户端原则的多个设备的连接,这些设备共享类似的环境,而不依赖于它所属的平台。INKATAN是一款合作策略游戏,允许多达4名玩家同时玩,使用Android设备和智能电视作为互动图表。对30名被分成2组和4组的玩家进行的测试表明,所有参与者的体验、质量和满意度都在一致和完全一致之间。
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引用次数: 0
Deciding Backup Location Methods for Distributed Stream Processing System 分布式流处理系统备份定位方法的确定
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00047
Naoki Iijima, Koichiro Amemiya, J. Ogawa, H. Miyoshi
A large amount of stream data are generated from some devices such as sensors and cameras. These stream data should be timely processed for real-time applications to satisfy the data latency requirements. To process a large amount of data in a short time, utilizing stream processing on edge/fog computing is a promising technology. In the stream processing system, a snapshot of processes and replications of the stream data are stored on another server, and when server fault or load spike of server occurs, the process is continued by using the stored snapshots and replicated data. Therefore, with edge computing environment, which has low bandwidth resource, process recovery takes a long time due to the transferring of restored data. In this paper, we propose a stream processing system architecture to decide servers to store snapshots and replication data and redeploy processes by considering the load of each server and the network bandwidth. We also propose a semi-optimal algorithm that reduces the computational cost by appropriately sorting servers and tasks according to the network bandwidth and server load. The algorithm can find a solution over 1000 times faster than the Coin or Branch and Cut (CBC) solver.
大量的流数据是由传感器和摄像头等设备产生的。这些流数据应该被实时应用程序及时处理,以满足数据延迟需求。为了在短时间内处理大量数据,在边缘/雾计算中利用流处理是一种很有前途的技术。在流处理系统中,流程的快照和流数据的副本存储在另一台服务器上,当服务器发生故障或服务器负载高峰时,使用存储的快照和复制的数据继续处理。因此,在带宽资源较低的边缘计算环境下,由于恢复后的数据需要传输,导致流程恢复时间较长。在本文中,我们提出了一种流处理系统架构,通过考虑每个服务器的负载和网络带宽来决定存储快照和复制数据的服务器,并重新部署进程。我们还提出了一种半最优算法,该算法通过根据网络带宽和服务器负载对服务器和任务进行适当排序来降低计算成本。该算法的求解速度比硬币或分切(CBC)求解器快1000倍以上。
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引用次数: 1
Attempt to Utilize Surplus Storage Capacity as Distributed Storage 尝试利用剩余存储容量作为分布式存储
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00062
Toshiya Kawato, Masayuki Higashino, Kenichi Takahashi, T. Kawamura
High-performance computers have spread at a lower cost than in the past by technological advancement. Thus, the performance of computers may be excessive for its usage. In this case, resources of computers such as CPU, memory, and storage are not utilized fully and resulting in an idle state; that is, these idle resources are wasted despite use-value. We should utilize them effectively. For this reason, we attempt to utilize surplus storage capacity, one of the idle resources, as distributed storage. In this paper, we design a distributed storage using surplus storage capacity by considering characteristics of surplus storage capacity and computers with its capacity.
由于技术的进步,高性能计算机以比过去更低的成本普及。因此,计算机的性能对于它的使用来说可能是过高的。在这种情况下,计算机的CPU、内存、存储等资源没有得到充分利用,导致空闲状态;也就是说,尽管这些闲置资源具有使用价值,但它们还是被浪费了。我们应该有效地利用它们。因此,我们尝试利用空闲资源之一的剩余存储容量作为分布式存储。本文考虑了剩余存储容量和具有剩余存储容量的计算机的特点,设计了一种利用剩余存储容量的分布式存储。
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引用次数: 0
A New Homomorphic Message Authentication Code Scheme for Network Coding 一种新的网络编码同态消息认证码方案
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00088
A. Kamal, H. Dahshan, A. Elbayoumy
Network coding (NC) can significantly increase network performance and make lossy networks more reliable. Since the middle nodes modify the packets during their path to destination, integrity of the original packets cannot be checked using classical methods (MACs, Signatures, etc). Though, pollution attacks are the most common threat to network coded systems, where an infected node can inject the data flow of a network with a number of false packets and ban the receiver from properly decoding the packets. A lot of work in the security of NC in resisting pollution attacks has been investigated in recent years, majority have the same security parameter 1/q. A Homomorphic MAC scheme is presented earlier to resist pollution attacks with a security level 1/q^l, In this paper, we will show that the mentioned scheme is subject to known-plaintext attacks. This is due to that part of the key can be revealed in an initial process. Also, the whole key could be revealed if the key is used more than once. Then, a modification to the mentioned scheme is proposed to overcome this issue. Besides, the MAC length is adjustable according to the required security level and not variable according to the vector's length which will accordingly increase the performance and efficiency of the scheme.
网络编码(NC)可以显著提高网络性能,使有损网络更加可靠。由于中间节点在报文到达目的地的过程中会对报文进行修改,因此无法使用经典的方法(mac、签名等)检测原始报文的完整性。然而,污染攻击是对网络编码系统最常见的威胁,在这种情况下,受感染的节点可以向网络的数据流注入大量虚假数据包,并禁止接收器正确解码数据包。近年来在NC抗污染攻击的安全性方面进行了大量的研究,大多数都采用相同的安全参数1/q。先前提出了一种安全级别为1/q^l的同态MAC方案来抵抗污染攻击,在本文中,我们将证明该方案会受到已知明文攻击。这是由于密钥的一部分可以在初始过程中显示。此外,如果多次使用密钥,整个密钥可能会被泄露。然后,对上述方案进行了改进,以克服这一问题。此外,MAC长度可以根据需要的安全级别进行调整,而不会根据向量的长度变化,从而提高了方案的性能和效率。
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引用次数: 1
Conspiracy and Rumor Correction: Analysis of Social Media Users' Comments 阴谋与谣言纠正:社交媒体用户评论分析
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00058
Gilang Maulana Majid, Anjan Pal
This study explores online users' comments in response to rumor corrections. Specifically, it considers a video rumor correction that was posted on YouTube and debunked a rumor in the wake of Indonesia's post-election protests and riots. Content analysis was employed on 500 comments that were posted in response to the rumor-corrections. This study finds that the volume of anti-correction comments (53.60%) was approximately five times greater than the volume of the pro-correction comments (10.80%). In-depth analysis of anti-correction comments revealed different voices, including rejection of evidence, distrust in authorities, critical inspection of evidence, and lack of sufficient evidence. Essentially, this study shows that rumor corrections must be followed-up in order to gain public trust.
本研究探讨网络用户对谣言更正的回应。具体来说,它考虑了YouTube上发布的一段视频谣言更正,并揭穿了印度尼西亚选举后抗议和骚乱后的谣言。内容分析对500条回复谣言更正的评论进行了分析。本研究发现,反对纠正的评论数量(53.60%)大约是支持纠正的评论数量(10.80%)的5倍。对反纠正言论进行深入分析,可以发现否定证据、不信任权威、批判证据、证据不足等不同声音。从本质上讲,本研究表明,为了获得公众的信任,谣言的纠正必须得到跟进。
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引用次数: 3
A Novel System for Ammonia Gas Control in Broiler Production Environment 一种新型的肉鸡生产环境氨气体控制系统
Pub Date : 2020-03-01 DOI: 10.1109/ICICT50521.2020.00059
Robison Cris Brito, Carlos Vinícius Ferrareze, F. Favarim, J. T. Oliva, E. Todt
The broiler production in Brazil has been worldwide prominence, and it is fundamental for the development of the Brazilian economy. Chickens are intensively raised and confined into aviaries, in which all broilers are the same age and genetic origin. Most poultry farmers reuse the poultry manure for several consecutive batches in order to reduce costs. However, this practice can increase humidity and ammonia production. The excess of ammonia gas causes stress and diseases in broilers. Consequently, broiler production can be reduced and cause losses to poultry farmers. For this reason, the continuous monitoring of ammonia gas concentration in aviaries is necessary. Therefore, the cost of commercially available devices for the accomplishment of this task is considered high. In this work, a low-cost prototype for the monitoring of Ammonia gas in aviaries was developed. To do so, the NodeMCU module was used to measure, through sensors, the Ammonia gas concentration and send real-time information to an Android mobile application, which is available to poultry farmer. The data processed by the NodeMCU is sent to a Spring Boot server and stored into a cloud database. Also, the user can receive notifications when the Ammonia level is higher than a tolerated limit. As a result, the cost for the prototype development was approximately U$$ 30.00, considering only hardware components. In this, our prototype can be popularized among poultry farmers for a more affordable price concerning other commercially available devices.
巴西肉鸡生产在世界范围内占有重要地位,是巴西经济发展的基础。鸡被集中饲养并限制在鸟舍中,所有的肉鸡都是相同的年龄和遗传来源。为了降低成本,大多数家禽养殖户连续几批重复使用禽粪。然而,这种做法会增加湿度和氨的产生。过量的氨气会引起肉鸡的压力和疾病。因此,肉鸡产量可能会减少,并给家禽养殖户造成损失。因此,有必要对鸟舍内的氨气浓度进行连续监测。因此,用于完成这项任务的商用设备的成本被认为是很高的。在这项工作中,开发了一种用于监测鸟舍氨气的低成本原型。为此,使用NodeMCU模块通过传感器测量氨气浓度,并将实时信息发送到一个Android移动应用程序,该应用程序可供家禽养殖户使用。NodeMCU处理的数据被发送到Spring Boot服务器,并存储在云数据库中。此外,当氨水平高于可容忍限度时,用户可以收到通知。因此,仅考虑硬件组件,原型开发的成本约为30美元。在这方面,我们的原型可以在家禽养殖户中推广,与其他商用设备相比,价格更实惠。
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引用次数: 1
期刊
2020 3rd International Conference on Information and Computer Technologies (ICICT)
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