Reviewerly/exHarmony huggingface dataset:
Network Intrusion Detection Adversarial Attacks for LEO Constellation Networks Based on Deep Learning

Low-Earth orbit satellite networks have received attention from academia and industry for their advantages in terms of wide coverage and low latency. Meantime deep learning can provide more accurate traffic anomaly detection and has become an important class of methods for LEO satellite network security. However, deep learning is susceptible to adversarial sample attacks, and the LEO satellite network system has not been investigated to find a framework for adversarial sample attacks and defence systems, which poses a potential risk to network communication security. In this paper, we design a framework to generate and defend against adversarial samples in real time. By capturing traffic from LEO satellites, it can generate traffic adversarial samples to detect whether malicious traffic classification models are vulnerable to attacks, and defense against adversarial sample attacks in real time. In this paper, a simple LEO satellite simulation platform is built to generate traffic adversarial samples using four classical adversarial sample generation methods, and a two-classification deep learning model is trained to determine the effectiveness of the attack and defence. Experiments show that the framework proposed in the paper can crawl traffic and perform self-attack and defence tests.
DIGITAL LIBRARY APPLICATION POLYTECHNIC IMMIGRATION BASED WEBSITE

Immigration Polytechnic Library is a knowledge resource for the academic community of Immigration Polytechnic. In carrying out the work process, the Immigration Polytechniclibrary uses a conventional librarysystem. Nevertheless, in its implementation, there are some shortcomings. Suchas the book’s physical condition that is easily damaged, the limited number of books with the same title, and the inhibition of members to borrow books directly due to the distance or due to covid-19 pandemic. This research aims to find out the Immigration Polytechnic Library business process current condition and give the illustration about the planningof Immigration Polytechnic Digital Libraryweb-based. This research needs to be carried out since it’s able to help solve the problem that occur in the work process of Immigration Polytechnic Library and as a contribution to Immigration Polytechnic by giving an innovation in the form of digital library application web-based. The design of the application uses the system development life cycle (SDLC) method. The result of this study is a prototype of a website-based digital library application that later can be applied and used by Immigration Polytechnic.
An Efficient Algorithm to Recommend Covid-19 Related Solutions

With the rise of Covid-19, the open-source community has devoted a huge amount of time into developing technical solutions to stop the spread of the virus. Useful solutions like symptom trackers and extensive analysis on existing datasets are a small drop in the massive number of solutions developed by people. But with the massive number of projects or solutions, it is time consuming for a motivated person to find an appropriate solution to put his time into. Therefore, seeing the inspiring amount of work done by the open source community, we are suggesting an efficient algorithm to recommend projects that are Coronavirus related to which the user can get recommendations for projects according to their preference such as language.
THE EFFECT OF GAME-BASED LEARNING MODEL ASSISTED BY A BAMBOOZLE ON THE MULTIPLICATION OPERATION SKILLS OF ELEMENTARY SCHOOL STUDENTS

Skills in solving multiplication operations are categorized as very low for second-grade elementary school students. The purpose of the research in this article is to determine the effect of the game-based learning model assisted by "Bamboozle" on the multiplication operation skills of elementary school students at Islamic Elementary School of Al Hidayah in the academic year 2021/2002. The research used experimental quantitative research with a One Group Pretest-Posttest design. The research used a saturated sample as a sampling technique and a test as a data collection method. The results showed that the pre-treatment mean score was 63.33 lower than the post-treatment mean score of 91.90. By using the Wilcoxon test data analysis method, based on 21 study samples all of them have increased from pre-test to post-test with an average score of 11.00. In addition, by looking at the Asymp value. Sig. (2-tailed) 0.000 &lt; 0.05, it could be concluded that there was a significant effect of the implementation of the game-based learning model assisted by the "Bamboozle" on the multiplication operation skills for the second-grade students of SD Islam Al-Hidayah in the academic year 2021/2022.
APLIKASI MOBILE ASSISTANT JURUSAN TEKNIK INFORMATIKA UNIVERSITAS PALANGKA RAYA

The process of attendance information that already exists at Palangka Raya University Informatics Engineering cannot be monitored or is still sharing manually using social media, especially such as informing the presence / presence of lecturers on campus for consultation or signature documents. The purpose of this research is to design and build a Mobile Assistant Application for Informatics Engineering at Palangka Raya University, whose development is based on Location Based Service using a prototype methodology with stages of Communication, Quick plan, Modeling Quick Design, Prototype Formation, Deployment Delivery &amp; Feedback. The modeling of the system uses Java Android object-oriented programming and structured for web applications using the programming language using PHP database using MySQL. From the research conducted, the writer implements the results of the research into the Mobile Assistant Application of the Informatics Engineering Department of Palangka Raya University where there are features of lecturer attendance, class schedules and practicum, as well as assignments. The application of Location Based Service in this application is applied to the Google Map API with geofencing, the central point of the Informatics Engineering department is made a marker that generates a radius where if the application user enters into each radius it will produce a room information notification and send an update of the data to the database as the presence status lecturer.
An Analysis of Teacher's Method in Teaching Reading Comprehension Through Online Learning

The study discusses about An Analysis of Teacher's Method in Teaching Reading Comprehension Through Online Learning. The objectives of this study were to: (1) to find out the teacher's methods in teaching reading comprehension through online learning at SMP Muhammadiyah 57 Medan, (2) to describe the teacher's methods in teaching reading comprehension through online learning at SMP Muhammadiyah 57 Medan. This study applied a descriptive qualitative method to analyze the data. The source of the data was obtained from English teacher in SMP Muhammadiyah 57 Medan. The data was taken 2 English teacher who teach in seventh, eighth, and nineth grade, to find what is method in teaching reading comprehension through online learning used. Data was accumulated by the use of questionnaire and interview, even as observation became used to verify how the teachers put into effect the methods in the course of their teaching and getting to know process via online studying. There were found out the methods used in teaching reading comprehension through online learning .
Performance analysis of dual-axis stepper motor solar tracker system

Solar tracking systems are widely used to optimise solar energy absorption however the systems consume more energy and require extra maintenance and cost. The objectives of this paper are to develop a dual-axis solar tracker system and to compare the performance with stationary and single axis tracking solar systems. The dual-axis solar tracking system adopted stepper motor and a linear actuator to achieve both pitch and horizontal moving mechanisms of the photovoltaic module. The energy consumption of this dual axis solar tracking system was 1.38% of the total generated power of the photovoltaic module which was lower than the conventional dual motors dual-axis solar tracking system. The dual-axis solar tracker was programmed accordingly to the shadow effect on the Light Dependent Resistor (LDR) and the microcontroller operated accordingly to the corresponding location of the sun. The system scanned LDRs' value every five minutes to prevent micromovement and minimise energy consumption. The results showed that the energy conversion efficiency of the dual-axis solar tracker system was 20.2% and 50.7% higher than the single axis and stationary solar system.
Risk Identification and Evaluation of Large-Scale Sports Events Based on Standard Electronic Modules

Different degrees of risk events exist in the process of sprots events.This paper takes the risk identification, risk assessment, risk response as the main research field, puts forward the risk factors, and proposes the corresponding risk prevention strategies.The applicability of the method is verified, which provides large sports events risk identification and prevention research with certain reference value.Big data also plays a helpful role in identifying sports risks, and to some extent can help to conduct more detailed testing in sports events.According to the characteristics of SEM system, a system for sports risk identification is built to intercept sports risk in the first time, so as to reduce the probability of risk.
Digital Solution Layanan Hasil Penelitian Civitas Akademika Universitas Lambung Mangkurat

The purpose of the research are To understand the library system that is being used by UPT Library Lambung Mangkurat University Banjarmasin; Identify the problems in library; Produce recommendation about digital library information system as a process to enhance the effectiveness and the efficiency. Qualitative method with an action research approachment is being used in this research are interview, observation and documentation. Data collected then analyzed in descriptive qualitative approach. This research shows how conventional system applied in UPT Library Lambung Mangkurat University Banjarmasin library leads to ineffectiveness and inefficiency that affects the user and operator; There are many negative sides which are limited time access, longer book-searching and borrowing process, human error in recording, and many others; Thus, the researcher gives a solution in a form of digital library website in order to lift the effectiveness and efficiency in every single library activity. Based on the result, it is known that library system that is being used in UPT Library Lambung Mangkurat University Banjarmasin still conventional. There are several weaknesses such as limited time acces, ineffective and inefficient in book-searching process, transaction, and recording. Information system by solusion, digital library using digital library website is a correct option to prevent any problem exist in current library system.
SISTEM PENGAMBILAN KEPUTUSAN UNTUK REKOMENDASI PEMBELIAN PRODUK DENGAN MENGGUNAKAN METODE FUZZY MCDM (Studi Kasus PT. Nerangi Sarana Karya)

Decision support systems are interactive computer-based systems that help decision makers to use data and models to solve unstructured problems. Decision support systems (DSS) combine the intellectual resources of individuals with computer capabilities to improve decision quality.&#x0D; &#x0D; Nerangi Sarana Karya is a company engaged in the engineering sector, in its daily activities PT. Nerangi Sarana Karya carries out production activities, in support of production activities it requires a lot of tools in the form of tools, if these tools run out it will hamper production activities, the purchasing department is responsible if the tools run out, in this implementation the purchasing part is difficult determine the decision to purchase the product because the tools needed have a large number, different sizes and many more criteria.&#x0D; &#x0D; This system functions to recommend product purchases by analyzing or calculating several products with several criteria so that they can be ranked in order from top to bottom, the top one has the highest calculation that can be recommended..
The Use of Poster Media to Enhance Student Learning Outcomes in Descriptive Text Writing

This research reported observations regarding students' learning activities. The results of the study revealed that most students did not enjoy the learning process and yet become passive learners. This can be driven by several aspects, particularly the employment of conventional methods by teachers during the class, and the media exploited was not engaging. Thus, this study proposed a resolution to construct learning activities more engaged. This study suggested that the application of poster media can be an alternative to enhance students' learning outcomes in Writing Descriptive Text topic, particularly at the junior high school (SMPN 1). The data sources in this study were seventh-grade students of SMPN 1 Darul Aman (The academic year 2021/2022). Data compiled from students comprise data on the results of written tests carried out at the end of each cycle, non-tests, including observation sheets, and interviews. The data were analyzed using qualitative descriptive analysis.
Proposal of Automatic Sand Catcher Robot with Function to Turn Uniforms Inside Out

When the uniform gets very dirty, we need to manually remove the sand and prewashing it before washing it in the washing machine. Therefore, we propose a robot that automatically removes sand from uniforms. This robot uses a servomotor to move a small vacuum cleaner with a brush. Move the small vacuum cleaner up, down, left, right, back, and forth to remove sand form the entire uniform. With this robot, the sand on the uniform is automatically removed, which saves time and effort.
THE EFFECTIVENESS AND FEASIBILITY OF USING INNOVATIVE TECHNOLOGIES AND THE IMPACT OF MULTIMEDIA TECHNOLOGIES OF STUDENTS OF NON-LANGUAGE UNIVERSITIES

The article examines and analyzes the need to change the approach to teaching foreign languages ​​in Ukrainian higher education schools, considers the impact of multimedia technologies on the development of intercultural competence of students of non-language universities. It was found, in particular, that the use of information technology in the teaching of foreign languages ​​improves memory and creates prerequisites for the formation of creative personality in the classroom, ie informatization of higher education as such stimulates students to self-development, self-improvement and is a prerequisite appearance on the future labor market of a highly qualified specialist who is able to guarantee his professional success and career growth. The interdependence between the presence of a student's motivational component in learning and the result of mastering a foreign language has also been established. The article proves the effectiveness and feasibility of using innovative technologies to increase the level of communicative competence of students of non-language schools. There is an urgent need to move to qualitatively new forms of teaching material, which are due to the need of future professionals not only to have professional vocabulary, as an integral part of any language, but also to have skills for fluency in a foreign language within their professional activities. It is proposed to use such active forms of learning, which would be based on interactive methods, on the close relationship between teacher and student, ie student, through which he would become a successful creative person, a class specialist.
Hubungan Antara Sikap Humanis Dengan Hasil Belajar IPS Siswa Kelas IV SD

The purpose of this study is to determine whether there is a significant relationship between humanist attitudes and social studies learning outcomes for fourth grade elementary school students in cluster I. This type of research is a descriptive quantitative research with correlational model. The results showed that there was a significant relationship between humanist attitudes and social studies learning outcomes for fourth graders of SD Cluster I. The tcount value was 2,294 which was greater than ttable, so the alternative hypothesis H1 was accepted while H0 was rejected. Based on the results of this study, it can be concluded that there is a significant relationship between humanist attitudes and social studies learning outcomes for fourth grade students of SD Cluster I. The impact of this research is that it is known that there is a contribution given by a humanist attitude to social studies learning outcomes for fourth grade students of SD Cluster. I.
Lingkungan Keluarga Sebagai Klinik Budaya Literasi Untuk Menciptakan Reading Society Sejak Dini

The family environment becomes a cultural literacy clinic, so that the habit of reading continues to be encouraged starting from the time the child is a member of the family. Families need to be able to support each other and optimize as best they can to design their family members to have an interest in reading without having to be ordered but as a lifestyle requirement in the family environment itself. For this reason, the family environment that is built must become a planned literacy culture clinic. The literacy culture clinic that is raised for each family member is needed to have a positive impact on children from an early age if the components involved can support each other and create harmony that builds a reading society. Literacy is an literacy, which is a set of individual skills in terms of reading, writing, speaking, arithmetic and solving simple problems of everyday life. Literacy culture is intended to carry out thinking habits followed by a process of reading, writing or other skills which in the end what children do in a process of these activities will create works. The family environment is a very important component in producing a society. The habits of a child formed by a family environment will greatly affect the macro culture of society related to literacy of society. The built family environment should have the principles of mobilizing and motivating, purposeful, experience oriented, recognition and reward, social transmission, and exemplary by parents. (parents provide examples). Just like being a clinic that facilitates a service related to literacy, it is necessary to prepare a home environment that can support the habit of literacy. The most important part to realize a literacy culture clinic at home is to prepare "adequate management of learning resources and adapted to the needs of each child's age". The conclusion is a cultural literacy clinic in the family environment. If it continues to function, then the benefits of the services that have been provided will be able to familiarize family members into families who like to read, improve communication between families, discussion will be a solution or a way out to solve problems, increase innovative and creative thinking and rich in information experience.
Design and Implementation of Hand Gesture for Various Applications

In human–computer interaction, hand gesture recognition is the forthcoming technology, making it easy to interact with computer and many research is performed to improvise this by implementing in several home appliance devices. People are using this insight in many ways in day-to-day life for colour detection, face recognition, hand recognition, etc. This paper presents six different gestures right click, left clicks, right, left, up, down based on the input accelerometer and flex sensor. This paper is based on latest MEMS technology, which provides specific output based on hand gesture.
How to Design the Best Audit Instrument for Evaluate E-Government Security?

The United Nation e-government survey reports that the implementation of e-government in Indonesia will increase in 2021. This proves that the Indonesian government is trying to transform all its business processes by digitalization. System digitization is expected to increase the efficiency of government performance. Information security is one of the important aspects to ensure that this digitization process really provides efficiency for government performance. A good information security management approach is management that adheres to the deeming cycle of quality. The management process includes plan, development, act and check. The audit enters the check cycle which functions as a control whether the process implemented in securing information is correct or not. A good audit process will encourage to produce good findings and recommendations as well. So, we need the right information security audit instrument so that the audit instrument is appropriate in the auditing process. A comprehensive information security audit instrument is an instrument that explains the COBIT 5 goals cascade, RACI chart mapping, briefing preparation and interview design protocol as well as key work-products.
Open-Set Source Camera Device Identification of Digital Images Using Deep Learning

Source camera identification plays an important role in forensics investigations on images. It is a forensic problem of linking an image in question to the camera used to capture it. Several source identification techniques have been developed in the literature since this may be a facilitating tool that help to trace back the images to the camera device held by the accused in various forensic applications. However, one of the key disadvantages is that the existing techniques fail if the image in question was taken by a new camera that is not used in the training process. Under a real-world forensic scenario, it is not possible to presume that each image being analyzed comes from one of the cameras used to train the source identification system. To address this issue, we propose a data-driven system based on convolutional neural network to identify the source camera device in an open-set scenario. The experimental results on various sets of cameras show that it is possible to leverage the data-driven model as the feature extractor paired with an open-set classifier to trace back the images to the open-set cameras. The results show that the proposed system outperforms the state-of-the-art techniques in identifying the exact device that are never seen before with considerably high accuracy and is resilient to unknown post-processing applied by the social network platforms. Moreover, the experimental results demonstrate the good generalization capability of the proposed system in extracting the source information, making it more suitable for open-set scenarios.