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Design and Implementation of Encryption Tool using Advanced Encryption Standard (AES) 基于高级加密标准(AES)的加密工具的设计与实现
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9751822
Sanket Anil Dambhare, Rutvik Rajesh Walde, Sahil Ramrao Bhogekar, Sai Ranajit, Ritik Shriniwas Kotgiriwar, Sakshi Sudhakar Langde
The growth of the internet has led to the development of today’s data-centric world where information can be exchanged from one part of the world to another with the click of a button. The most commonly used communication device is the mobile phone, with the ability of a portable computer. A large number of chatting applications have been developed that help people to communicate. The information typed inside these chatting applications must pass through the public infrastructure to reach the destination which is its most vulnerable phase of data transfer. A malicious hacker can gain access to messages or alter the messages thus compromising the data security. To maintain data integrity and confidentiality data encryption is used. Data encryption is used which convert our messages into encrypted form so that only people with the secret key can read them. Many systems now claim to guarantee safe and secret messages, bolstered by recent allegations of pervasive state surveillance of personal conversations. This covers a huge number of new projects as well as numerous well-known security-enhancing tools.We investigate and arrange current secure message solutions, as well as present a test framework for their security, usability, and ease of use. We sketch out each design area for three important challenges: trust establishment, conversation security, and transit privacy. Trusted methods of providing secure security and privacy features do not work well in use and detection, while other mixed methods that have not been properly processed in academic textbooks may provide better trade performance.
互联网的发展导致了当今以数据为中心的世界的发展,信息可以通过点击一个按钮从世界的一个地方交换到另一个地方。最常用的通讯设备是手机,具有便携式电脑的功能。大量的聊天应用程序已经被开发出来,帮助人们交流。在这些聊天应用程序中输入的信息必须经过公共基础设施才能到达目的地,这是数据传输中最脆弱的阶段。恶意黑客可以访问消息或更改消息,从而危及数据安全性。为了保持数据的完整性和机密性,使用数据加密。使用数据加密将我们的消息转换为加密形式,以便只有拥有密钥的人才能读取它们。如今,许多系统都声称能保证信息的安全和秘密,最近有关政府对个人谈话进行普遍监控的指控也支持了这一点。这涵盖了大量的新项目以及许多知名的安全性增强工具。我们调查和整理了当前的安全消息解决方案,并为其安全性、可用性和易用性提供了一个测试框架。我们概述了每个设计领域的三个重要挑战:信任建立、对话安全性和传输隐私。提供安全保护和隐私功能的可信方法在使用和检测方面效果不佳,而在学术教科书中没有得到适当处理的其他混合方法可能会提供更好的交易性能。
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引用次数: 1
Efficient Brute-force handling methodology using Indexed-Cluster Architecture of Splunk 使用Splunk的索引集群架构的高效暴力处理方法
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752323
M. Selvaganesh, P. Naveen Karthi, V. A. Nitish Kumar, S. R. Prashanna Moorthy
A brute force is a Hacking methodology used to decrypt login passwords, keys and credentials. Hacks that exploit vulnerabilities in packages are rare, whereas Brute Force attacks aim to be the simplest, cheapest, and most straightforward approach to access a website. Using Splunk to analyse massive amounts of data could be very beneficial. The application enables to capture, search, and analyse log information in real-time. By analysing logs as well as many different sources of system information, security events can be uncovered. A log file, which details the events that have occurred in the environment of the application and the server on which they run, is a valuable piece of information. Identifying the attacks against these systems is possible by analysing and correlating this information. Massive amounts of ambiguous and amorphous information can be analysed with its superior resolution. The paper includes instructions on setting up a Splunk server and routing information there from multiple sources. Practical search examples and pre-built add-on applications are provided. Splunk is a powerful tool that allows users to explore big data with greater ease. Seizure can be tracked in near real-time and can be searched through logs. A short amount of time can be spent on analysing big data using map-reduce technology. Briefly, it helps to analyse unstructured log data to better understand how the applications operate. With Splunk, client can detect patterns in the data through a powerful query language. It is easy to set up alerts and warnings based on the queries, which will help alert client about an ongoing (suspected) activity and generate a notification in real-time.
暴力破解是一种用于解密登录密码、密钥和凭证的黑客方法。利用软件包漏洞的黑客很少,而暴力攻击的目标是最简单、最便宜、最直接的访问网站的方法。使用Splunk分析大量数据可能是非常有益的。该应用程序能够实时捕获、搜索和分析日志信息。通过分析日志以及许多不同的系统信息源,可以发现安全事件。日志文件详细记录了在应用程序环境和运行这些应用程序的服务器中发生的事件,这是非常有价值的信息。通过分析和关联这些信息,可以识别针对这些系统的攻击。大量的模糊和无定形的信息可以分析其优越的分辨率。本文包括如何设置Splunk服务器和从多个来源路由信息的说明。提供了实际的搜索示例和预构建的附加应用程序。Splunk是一个强大的工具,允许用户更轻松地探索大数据。可以近乎实时地跟踪扣押情况,并可以通过日志进行搜索。使用map-reduce技术可以花很短的时间来分析大数据。简而言之,它有助于分析非结构化日志数据,以便更好地理解应用程序的运行方式。使用Splunk,客户端可以通过强大的查询语言检测数据中的模式。基于查询设置警报和警告很容易,这将有助于提醒客户端正在进行的(可疑的)活动并实时生成通知。
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引用次数: 0
Pre-processing of Multimodal MR Images using NLM and Histogram Equalization 基于NLM和直方图均衡化的多模态磁共振图像预处理
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752350
Sujata Tukaram Bhairnallykar, Dr. Vaibhav Eknath Narawade
Magnetic resonance imaging has emerged as one of the maxima broadly used and flexible scientific imaging modalities today. While at the beginning of this technique the research was fundamentally qualitative and relied exclusively on observation of images, currently several technological developments have driven it possible to derive quantitative measurements from these data. However, MR images are normally affected by several types of artifacts which must be minimized before a quantitative biomarker assessment pipeline is applied. This paper proposes preprocessing to the magnetic resonance (MR) images to enhance the standard of the image and to ease the next processing and analysis. The proposed method uses Non-Local Means (NLM) for noise removal and Histogram Equalization (HE) for enhancing the contrast of Magnetic resonance images for the preprocessing.
磁共振成像已成为当今应用最广泛、最灵活的科学成像方式之一。虽然在这项技术开始的时候,研究基本上是定性的,完全依赖于对图像的观察,但目前一些技术的发展已经使得从这些数据中获得定量测量成为可能。然而,MR图像通常受到几种类型的伪影的影响,这些伪影必须在应用定量生物标志物评估管道之前最小化。本文提出了对磁共振图像进行预处理的方法,以提高图像的质量,便于后续的处理和分析。该方法采用非局部均值(NLM)去噪,直方图均衡化(HE)增强磁共振图像的对比度进行预处理。
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引用次数: 1
Automatic Load Frequency Control for Interconnected Micro-Grid System 互联微电网系统负荷频率自动控制
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752042
Jeevitha Kandasamy, Rajeswari Ramachandran, Veerapandiyan Veerasamy
In this paper, automatic load frequency controllers (ALFC) are considered for an interconnected micro-grid system to enhance the transient performance of frequency deviation. The widespread use of renewable energy in an interconnected micro-grid would cause frequency instability. Frequency stability is a significant concern for the operation of interconnected micro-grids. The modeling of interconnected micro-grids comprising of a wind power generation, a diesel engine generator and Energy Storage system. A conventional Proportional Integral Derivative (PID) controller tuned by Ziegler-Nichols method (ZN) is designed for the sample interconnected micro-grid system for improving the frequency stability. The efficacy of ALFC for interconnected micro-grids is demonstrated using MATLAB/Simulink under abrupt change in load demand and uncertainties in system parameters. The results obtained through simulation are validated in HIL simulation environment using Real Time Simulator.
本文考虑在互联微电网系统中引入自动负荷频率控制器(ALFC),以提高系统的暂态频率偏差性能。在相互连接的微电网中广泛使用可再生能源将导致频率不稳定。频率稳定性是互联微电网运行的一个重要问题。由风力发电机、柴油发电机和储能系统组成的互联微电网的建模。为提高采样互联微电网系统的频率稳定性,设计了一种采用齐格勒-尼克尔斯方法整定的传统比例积分导数(PID)控制器。在负荷需求突变和系统参数不确定的情况下,利用MATLAB/Simulink验证了ALFC在互联微电网中的有效性。利用Real Time Simulator在HIL仿真环境中对仿真结果进行了验证。
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引用次数: 0
Wind Power Forecasting Models: Classification based on Type of Model, Time Horizon and Inputs, Error Metrics and Applications 风电预测模型:基于模型类型的分类,时间范围和输入,误差度量和应用
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9751882
Sandhya Kumari, Arjun Rathi, Ayush Chauhan, Nigarish Umer Khan, S. Sreekumar, Sonika Singh
Across the globe, renewable generation integration has been increasing in the last decades to meet ever-increasing power demand and emission targets. Wind power has dominated among various renewable sources due to the widespread availability and advanced low-cost technologies. However, the stochastic nature of wind power results in power system reliability and security issues. This is because the uncertain variability of wind power results in challenges to various system operations such as unit commitment and economic dispatch. Such problems can be addressed by accurate wind power forecasts to great extent. This attracted wider investigations for obtaining accurate power forecasts using various forecasting models such as time series, machine learning, probabilistic, and hybrid. These models use different types of inputs and obtain forecasts in different time horizons, and have different applications. Also, different investigations represent forecasting performance using different performance metrics. Limited classification reviews are available for these areas and detailed classification on these areas will help researchers and system operators to develop new accurate forecasting models. Therefore, this paper proposes a detailed review of those areas. It concludes that even though quantum investigations are available, wind power forecasting accuracy improvement is an ever-existing research problem. Also, forecasting performance indication in financial term such as deviation charges can be used to represent the economic impact of forecasting accuracy improvement.
在全球范围内,为了满足不断增长的电力需求和排放目标,可再生能源发电的整合在过去几十年中一直在增加。由于风能的广泛可用性和先进的低成本技术,它在各种可再生能源中占据主导地位。然而,风力发电的随机性导致了电力系统的可靠性和安全性问题。这是因为风电的不确定性可变性给机组承诺和经济调度等各种系统运行带来了挑战。这些问题在很大程度上可以通过准确的风力预测来解决。这吸引了更广泛的研究,使用各种预测模型(如时间序列、机器学习、概率和混合)获得准确的功率预测。这些模型使用不同类型的输入,并在不同的时间范围内获得预测,并具有不同的应用。此外,不同的调查使用不同的性能指标来预测性能。这些领域的分类审查有限,这些领域的详细分类将有助于研究人员和系统操作员开发新的准确的预测模型。因此,本文对这些领域进行了详细的综述。它的结论是,即使量子研究是可用的,风电预测精度的提高是一个一直存在的研究问题。此外,预测绩效指标在财务术语中,如偏差收费,可以用来表示预测精度提高的经济影响。
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引用次数: 0
Static Synchronous Series Compensator (SSSC) to Improve Power System Security 静态同步串联补偿器(SSSC)提高电力系统安全性
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752146
S. A. Bhande, V. Chandrakar
In the electricity market competition, there is more power exchange with reverse power sharing. The key challenge is to make electrical energy available in the majority of areas at the lowest possible cost and with the best level of dependability. As a result, the transmission network must run at or over one or more transfer limitations, causing transmission line congestion. Proper usage of reactive power compensation based on FACTS devices can alleviate these transmission line issues. The major goal of this research is to improve the performance of the power system using a static synchronous series compensator (SSSC). The suggested controller's performance is assessed under various conditions. According to the simulation findings, the PI-based SSSC successfully manages the power flow in a disturbed state. As a consequence, the suggested SSSC-based controller provides efficient damping control, improves system profile voltage under various load conditions, and increases power system security.
在电力市场竞争中,有更多的电力交换和反向电力共享。关键的挑战是在大多数地区以尽可能低的成本和最佳的可靠性提供电能。因此,传输网必须运行在或超过一个或多个传输限制,造成传输线拥塞。正确使用基于FACTS器件的无功补偿可以缓解这些输电线路问题。本研究的主要目标是利用静态同步串联补偿器(SSSC)来改善电力系统的性能。在各种条件下评估了所建议控制器的性能。仿真结果表明,基于pi的SSSC能够成功地管理扰动状态下的潮流。因此,基于sssc的控制器提供了有效的阻尼控制,改善了各种负载条件下的系统轮廓电压,提高了电力系统的安全性。
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引用次数: 2
Sustainable Building Energy Conservation and Efficiency Management using IoT 基于物联网的可持续建筑节能与效率管理
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752208
Md. Minhaz Khan, S.M. Zahid Hasan Sakil, Muhammad Ahad Rahman Miah, M. Rana, Shaikh Rashedur Rahman
Electricity is an essential part of modern life and per capita electricity consumption is an important indicator of economic development of a country. As generation of electrical energy mostly comes from fossil fuel-based energy sources which turns to the significant environmental impacts. Therefore, to achieve sustainable development a country must concentrate on efficient management and conservation of energy. To focus on this issue the uses and demand of different Energy Management System (EMS) is rising. Energy management system helps to reduce power consumption, cost, suffering and increase reliability, resilience and the comfort level. In this paper, an Internet of Things (IOT) based EMS is designed and implemented in a residential building by combining smart meter, smart switch board, smart mobile apps and database server. The designed system introduces some unique feature considering the local perspective. This system will connect both the consumer and the utility company for efficient and reliable operation and supply of electrical energy. The consumer will be able to control and mange electrical loads and therefore can achieve energy conservation through EMS. The designed system is user friendly which can be operated from anywhere and economically viable.
电力是现代生活的重要组成部分,人均用电量是衡量一个国家经济发展水平的重要指标。由于电能的产生主要来自化石燃料能源,这对环境产生了重大影响。因此,为了实现可持续发展,一个国家必须集中精力有效地管理和节约能源。针对这一问题,不同能源管理系统(EMS)的使用和需求日益增加。能源管理系统有助于降低电力消耗、成本、痛苦和提高可靠性、弹性和舒适度。本文结合智能电表、智能配电板、智能移动应用和数据库服务器,设计并实现了一个基于物联网(IOT)的居民楼EMS系统。设计的系统考虑到局部视角,引入了一些独特的功能。该系统将连接消费者和公用事业公司,以实现高效可靠的运行和电力供应。消费者将能够控制和管理电力负荷,因此可以通过EMS实现节能。所设计的系统是用户友好的,可以在任何地方操作,经济可行。
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引用次数: 1
Research on Heat Map Modeling of Guiding Big Data Research Hotspots Based on CiteSpace 基于CiteSpace的大数据研究热点引导热图建模研究
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752328
Guanqi Tao
In order to better understand the research hotspots and status quo of my country’s education big data, the article uses bibliometrics and scientific knowledge mapping methods, taking the domestic education big data papers from 2013 to 2017 included in the CNKI (China Knowledge Network) journal database. Object, through the visualization software CiteSpace to analyze the journal distribution, time distribution and keywords of the paper, and explore the development status of domestic education big data. This article is based on CiteSpace’s educational big data mining algorithm, which increases the discovery rate of research hotspots by 10.2%; CiteSpace-based heat map modeling method increases the hotspot research to 98.2%.
为了更好地了解我国教育大数据的研究热点和现状,本文采用文献计量学和科学知识图谱的方法,选取中国知网期刊数据库中收录的2013 - 2017年国内教育大数据论文。对象,通过可视化软件CiteSpace对论文的期刊分布、时间分布和关键词进行分析,探讨国内教育大数据的发展现状。本文基于CiteSpace的教育类大数据挖掘算法,将研究热点发现率提高10.2%;基于citespace的热图建模方法将热点研究提高到98.2%。
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引用次数: 0
The Solar Tracker Using Micro-controller 采用微控制器的太阳能跟踪器
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9751796
Mehrunnisa, J. Priyanka, B. S. Chandra
During the next half-century, generating energy for reduction of petroleum products is an endless task. When compared to other sustainable resources, Idea of converting sun-light oriented energy into energy using solar boards is on the leading edge. Regardless, the regular substitution in the related mentality of the sunlight based toward the earth reduces the watts delivered through the sun powered charger. As per the present circumstance the sunlight based following device is the top -notch way to build the effectiveness of a solar board. The sun board which screens the sun incorporates two LDRs, a sun-light based charger and a servo engine and an ATmega328 Micro regulator. Gentle principally put together resistors are mounted with respect to the edges of the sun powered charger. While delicate falls on them, light-based wounds cause no obstacle. A servo engine connected to the board rotates the board in the direction of the light. Boards are coordinated at the sorted way so delicate within the LDRs interestingly, with boards are pivoted near the LDR which has a prevalent limit with regards to bring down check conversely, with the backwards. The Servo engine turns the board at an uplifting perspective. At the point when slight pressure drops to the right side of the higher LDR, the board focuses on the right side to some extent and accepts pressure on the left side of 50% of the higher LDR, the board developments slower to the left. The light moves toward the front over the time, and the depth of gentle on the two boards is indistinguishable. In such circumstances, Board may or may not be recoverable, and there may or may not be a pivot.
在接下来的半个世纪里,为减少石油产品而产生能源是一项永无止境的任务。与其他可持续资源相比,利用太阳能板将太阳能转化为能源的想法处于领先地位。无论如何,在相关的心态中,基于对地球的阳光的常规替换减少了通过太阳能充电器提供的瓦特。根据目前的情况,基于阳光的后续装置是构建太阳能板有效性的最佳方法。屏蔽太阳的太阳板包含两个ldr,一个基于阳光的充电器,一个伺服引擎和一个ATmega328微型调节器。温和的,主要是把电阻放在一起,安装在太阳能充电器的边缘。当脆弱的落在他们身上时,基于光的伤口不会造成障碍。连接到板子上的伺服引擎使板子沿光的方向旋转。板子以排序的方式协调,在LDR内非常微妙,有趣的是,板子在LDR附近旋转,这在降低检查方面有一个普遍的限制,相反,向后。伺服引擎在一个令人振奋的角度转动板。当压力轻微下降到较高LDR右侧时,板在一定程度上集中在右侧,并接受50%较高LDR左侧的压力,板向左侧发展较慢。随着时间的推移,光线向前方移动,两板上柔和的深度难以区分。在这种情况下,董事会可能是可恢复的,也可能不是可恢复的,也可能是可恢复的,也可能不是可恢复的。
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引用次数: 0
Generating QA from Rule-based Algorithms 从基于规则的算法生成QA
Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9751723
Pratiksha Rajesh Rao, Tanay Navneet Jhawar, Yash Avinash Kachave, V. Hirlekar
In the education industry answering questions is used as a common parameter to judge one’s understanding of a topic. Taking quizzes on a regular basis helps an individual feel confident and it also helps the professor assess the student’s understanding on a particular topic. Generating question and answer pairs is a time-consuming task. To solve this problem, this paper discusses methods to generate automatic Natural Language Processing models which creates diverse types of question-answer pairs. The model takes an input in the form of text in the English language and produces output as Complex Questions, Multiple Choice Questions with relevant distractors, and Fill in the Blanks type of questions. To generate Complex Questions a Rule-Based Algorithm is used. To generate Multiple Choice Questions and Fill in the Blanks type questions, a Vector Algorithm from the GLoVe Model is used along with Rule-Based Algorithms. This paper also includes a detailed explanation of the analysis of the pattern and rules that are observed in the question-making process. SQuAD dataset is used for this analysis and used the same dataset to train the model. The implementation process of this model focused on generating diverse questions with higher syntactic correctness than the existing models. The approach mentioned in this paper can be used in the fields of education, entertainment, generation of quizzes, virtual learning assistance and to get a deeper insight into any topic.
在教育行业,回答问题被用作判断一个人对某个主题理解程度的常用参数。定期进行小测验有助于个人感到自信,也有助于教授评估学生对特定主题的理解。生成问题和答案对是一项耗时的任务。为了解决这一问题,本文讨论了自动生成自然语言处理模型的方法,该模型可以生成不同类型的问答对。该模型以英语文本的形式进行输入,并输出复杂问题、带有相关干扰的多项选择问题和填空类型的问题。为了生成复杂的问题,使用了基于规则的算法。为了生成选择题和填空类型的问题,使用了GLoVe模型中的矢量算法和基于规则的算法。本文还详细说明了在提问过程中观察到的模式和规则的分析。使用SQuAD数据集进行分析,并使用相同的数据集训练模型。该模型的实现过程侧重于生成比现有模型具有更高语法正确性的多样化问题。本文中提到的方法可以用于教育、娱乐、生成测验、虚拟学习辅助等领域,并可以更深入地了解任何主题。
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引用次数: 2
期刊
2022 International Conference on Electronics and Renewable Systems (ICEARS)
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