Reviewerly/exHarmony huggingface dataset:
Optimized Parameter Search Approach for Weight Modification Attack Targeting Deep Learning Models

Deep neural network models have been developed in different fields, bringing many advances in several tasks. However, they have also started to be incorporated into tasks with critical risks. That worries researchers who have been interested in studying possible attacks on these models, discovering a long list of threats from which every model should be defended. The weight modification attack is presented and discussed among researchers, who have presented several versions and analyses about such a threat. It focuses on detecting multiple vulnerable weights to modify, misclassifying the desired input data. Therefore, analysis of the different approaches to this attack helps understand how to defend against such a vulnerability. This work presents a new version of the weight modification attack. Our approach is based on three processes: input data clusterization, weight selection, and modification of the weights. Data clusterization allows a directed attack to a selected class. Weight selection uses the gradient given by the input data to identify the most-vulnerable parameters. The modifications are incorporated in each step via limited noise. Finally, this paper shows how this new version of fault injection attack is capable of misclassifying the desired cluster completely, converting the 100% accuracy of the targeted cluster to 0–2.7% accuracy, while the rest of the data continues being well-classified. Therefore, it demonstrates that this attack is a real threat to neural networks.
The Structural Features and Translation Skills of English in the Era of Radio Communication Networks

A wireless communication network using an embedded microprocessor is a communication network method that uses radio waves to transmit the sound, text, pictures, data, and other information that the sender needs to transmit to the receiver through space and ground. With the rapid development of world science and technology, the application of radio communication network technology and international exchanges and cooperation have become increasingly active. In the era of radio communication networks, through radio communication English and radio communication English translation, we can receive real-time information about the development of radio communication technology. It can be seen that radio communication English plays an important role in promoting international radio technology exchanges and cooperation. Therefore, more and more researches on the structural features and translation skills of radio communication English have appeared in the academic circles. This article is aimed at studying the structural features and translation skills of English in the era of radio communication networks. The article first briefly introduces radio communication and then introduces the structural features of radio communication English, including lexical features and syntactic features. It also introduced two common radio communication spectrum detection algorithms. Finally, it explores the translation skills of radio communication English based on case analysis and provides some method reference for radio communication English translation.
Pembelajaran Think Talk Write (TTW) Untuk Meningkatkan Motivasi Belajar Siswa

This study aims to increase the motivation to learn Mathematics using the learning strategy "Think-Talk-Write (TTW)" in grade IV students of MI Islamiyah Syafi'iyah Kotaanyar. Teachers and students of IV MI Islamiyah Syafi'iyah class are the subjects of research. The learning drive and learning strategy of "Think-Talk-Wreite (TTW)" is one of the obsevance objects. The review process is held in II cycles, each cycle there are 2 meetings. In the cycle there are 4 stages, namely: plan, action, observation, and reflection. Data collection techniques are utilized through observation, tests, interviews and archiving. Instruments used in this study are research sheets, interview guidelines, tests, document data assessment guidelines. The indicator of success is the achievement of 70% on each indicator. The results of the review prove that the motivation to learn Mathematics is seen to increase, from :1) student readiness in following the learning cycle I 68.3% cycle II 81.4% 2) the spirit of students in discussing with groupmates cycleI 65.2% cycle II 80.6% 3) the ability of students in facing the problem of cycle I 58.7% cycle II 84.8% 4) students ask questions from the results of the discussion to the teacher boldly cycle I 50% cycle II 79.2%. The conclusion of this review is that with the learning strategy process "Think-Talk-Write (TTW)" can be improved the motivation of learning Mathematics students grade IV MI Islamiyah Syafi'iyah Kotaanyar District School Year 2020 / 2021.
SOFTWARE ESCROW CONTRACTS

Because for many companies, continuous operation and maintenance of custom software are crucial, they usually want to ensure that this continues even if the software licenser cannot operate in the future, for example, due to bankruptcy. The easiest way to overcome this for the licensee is to get a copy of the updated source code. Software developers are understandably reluctant to give a copy of their proprietary source code to the customer. The most significant asset of software developers is usually their source code, which can contain valuable trade secrets. One of the ways a software developer can deal with a client that requires access to the source code is to agree to store the source code using a triple escrow agreement. Under the escrow source code agreement, the developer provides a copy of the source code and documentation to a neutral party for safekeeping. The third party will hand over the source code to the buyer only after certain conditions defined by the contract have been met, such as the bankruptcy of software developers. That keeps the developer's source code confidential while, in theory, giving the user access to it if necessary. In this paper, we present the term software escrow contract.
Fruit Fly Repellent Using SMS Gateway as A Monitoring System

Pests are one of the main obstacles for farmers that can cause a decrease in the amount of crop production. One of the pests that often disturb farmers, especially for chili farmers or other horticultural crops, is the fruit fly. This pest is very disturbing harvests because their numbers are increasing quite rapidly. This problem underlies the development of this pest repellent. The working principle of this tool is to repel fruit flies using ultrasonic waves without using pesticide drugs that can damage the environment if used continuously. This tool is designed using Arduino Uno as the main controller. Ultrasonic waves and generated and regulated using piezoelectric at a certain frequency as a fruit fly repellent. Then the tool is rotated using a servo motor to reach all corners of the land. For control and monitoring, this tool uses the GSM SIM800L version 2 module for sending short messages. From the results of the overall evaluation, this fruit fly repellent can work according to its function. This can be proven by testing when not using a fruit fly repellent, there are a lot of flies trapped in the bait bottle totaling 30, while when given a repellent, the flies trapped in the bait bottle are reduced to 15 with the information that the buzzer can emit sound, and servo motor moving condition, as well as GSM SIM800L, can send messages to the sender.
On solutions of problems of 20th century physics and foundations of theoretical physics of 21st century

During three quarters of 20th century, due to successes of experimental physics, significant progress occurred in the foundations of theoretical physics, and the result of this joint development is the modern physical picture of the world. But in the last quarter of this century, all progress has been reduced to speculative mathematical models without any experimental basis and hope for confirmation. Moreover, the formation of the basic theories of physics, general relativity, quantum mechanics and quantum field theory, still remained incomplete due to ambiguities and a number of fundamental problems in their foundations and important applications. In the previous review article (Zakir, 2020), the main part of these problems was considered and solutions for them, proposed by the author in 2006-2020, were summarized. This review is its revised version, supplemented with several new problems and their solutions found by the author in 2021-2022. Unlike other attempts proceeded from speculative hypotheses, the proposed formulations of basic theories and their applications are based on physical principles following from experimental facts. As a result, the basic theories, which remained successful mathematical models only, finally became consistent physical theories. Problems of a «technical» nature, which have arisen due to deviation from the basic principles, are removed by strict following to these principles. Other problems have been solved by introducing new principles or changing old ones, but also on the basis of facts. Therefore, these solutions, in one form or another, will enter the new physics that is initiated by them. The contours and prospects of the theoretical physics of 21st century are considered. The causes of the crisis in the foundations of theoretical physics of the 20th century and ways to overcome it are discussed. It is shown that the main cause of the crisis was the departure of the scientific community from the methodology and ethics of the natural sciences, and the theoretical physics of 21st century is now being formed as a result of a return to them.
Automated Social Distancing and Face Mask Detection System

Abstract: COVID-19 epidemic has fleetly affected our day-to- day life dismembering the world trade and movements. Wearing a defensive face mask has become a new normal. In the near future, numerous public service providers will ask the guests to wear masks rightly to benefit of their services. Thus, face mask recognition has turn out to be a pivotal task to help global society. This paper presents a simplified approach to achieve this purpose using some introductory Machine Learning packages like TensorFlow, Keras, OpenCV and Scikit- Learn. The projected system detects the face from the image appropriately and then identifies if it has a mask on it or not. As a surveillance task executor, it can also distinguish a face along with a mask in motion. The system attains precision up to95.77 and 94.58 independently on two different datasets. We discover optimized values of parameters using the Convolutional Neural Network model to spot the presence of masks rightly without causing over-fitting. Keywords: Coronavirus, Covid-19, Machine Learning, Face Mask Recognition, Convolutional Neural Network, TensorFlow
HYBRIDIZATION OF METAHEURISTICS BASED UNEQUAL CLUSTERING FOR ENERGY AWARE DATA AGGREGATION TECHNIQUE IN WIRELESS SENSOR NETWORKS

This research work develops an unequal clustering for data aggregation technique in WSN to accomplish maximum energy efficiency.Firstly, a hybridization of social spider with krill herd optimization algorithm based unequal clustering technique is designed to construct clusters of unequal sizes and elect CHs.Secondly, Bit Reduction with Burrows Wheeler Transform called BR-BWT for data aggregation process.The experimental results highlighted the effectual outcome of the proposed techniques over the other techniques in terms of energy efficiency and compression performance.
Authorization and Authentication in Mobile Devices

Abstract: With the rapid evolution of the wireless communication technology, user authorization and authentication is important in order to ensure the security of the wireless communication technology. Password play an important role in the process of authentication. In the process of authentication, the password enter by the user will be transmitted along the traffic to the authentication server in order to allow the server to grant access to the authorized user. The attackers will use the chance to attempt sniff others person password in order to perform some illegal activities by using others person password in order to perform some illegal activities by using others identitity to keep them safe from trouble. Due to the issues, there are many solutions has been proposed to improve the security of wireless communication technology. In this paper. The previously proposed solution will be used to enhance the security of the system. . For mobile apps , we need to make a clear distinction between user authentication and app authentication. User authentication is about how users prove that they are the legitimate apps users. App authentication covers how the app authenticates towards the backend . Sometimes device authentication also mentioned, is accessible to all apps running on your phone and generally easy to spoofs. Keywords: Authorization, Authentication, Cryptography, Hash Function, Face Authentication.
Developing and Organizing an Easy Work Environment For Users of Computers Using Information Technology

The study aims to implement a serial security technology system to organize a comfortable work environment for users of computers in the General Directorate of Education in Baghdad Karkh3. The most important findings of the study are the application of a serial technology system. It is connected with scientific goals that show the scientific structure of computer learning and its applications. It considers global learning systems and take into account the ease and scientific flow of the class of elderly employees. In addition, employees of other categories, are the outputs of the sequential technological system. The aim is to create a purposeful technological system and keep pace with global developments, to gain experience, skills and knowledge. The system is executed at the lowest time and cost at all different scientific levels, in the field of computer science, information technology, and communication.
Some legal aspects of identification of unidentified corpses

Some problematic aspects of fingerprinting of unidentified corpses are outlined. It is noted that in the practice of law enforcement agencies there is often a situation related to the discovery of corpses, so there may be questions about the identity of the deceased and search for his relatives, as often at the time of death there are no documents proving his identity. Under such conditions, the use of fingerprinting with the use of the person, finding out the causes and death, crime detection, etc.&#x0D; Today in the country as a whole there is a problem of unsatisfactory normative definition of dactyloscopy of corpses, including with significant posthumous changes, namely there is no procedure at the level of the algorithm that would ensure the mandatory and clear sequence of such a procedure.&#x0D; In particular, it has not been determined which procedural documents the investigator sends to operatives, specialists of the Expert Service of the Ministry of Internal Affairs and the Bureau of Forensic Medical Examination. There is an acute lack of both departmental and interdepartmental regulations (including with units of forensic medical examination), which would functionally consolidate the relevant study. The recommendations available in the literature, on the one hand, are methodologically imperfect, and on the other hand, are not mandatory for forensic workers or law enforcement officers.&#x0D; The problem can be solved by appointing a comprehensive expert study with the involvement of specialists in both fields, on the basis of the forensic bureau. However, first of all, it is necessary to carry out detailed legal regulation of this type of research by departmental regulations and it is necessary to develop a clear step-by-step algorithm for such a comprehensive study.
Exploration on Elderly Accessible Information Interaction Design Using Fuzzy Control

With the increasing elderly population, the information intellectualization demand also rises substantially. At the same time, intelligent information interaction system- (IIIS-) controlled wheelchair’s automatic obstacle avoidance techniques have become extremely important in an intelligent social context. Therefore, this paper proposes an IIIS to help disabled groups and some older people enjoy the barrier-free information design and improve product information manipulation experience. Firstly, the functional requirements of the IIIS are analyzed, and the overall scheme of the IIIS is designed. Then, the control mode of IIIS is determined. Secondly, following research on the obstacle avoidance algorithm (OAA) based on fuzzy control, the obstacle avoidance control strategy is formulated for the elderly accessible wheelchair IIIS. Finally, experiments are designed to verify the control performance and simulate the automatic OAA of the designed IIIS. The experimental results indicate that the touch screen control system (TSCS) of mobile phone (MPHN) is more sensitive for the elderly accessible wheelchair control information system. By comparison, the joystick control system (JCS) is more straightforward to manipulate than the touch screen. The practicability of these two control methods is very strong. These two independent control methods meet the control performance requirements and improve the automatic obstacle avoidance performance of IIIS. The proposed IIIS based on TSCS and JSC can respond to input commands in real time, help the IIIS avoid obstacles, and acquire images, among other functions. Therefore, the proposed intelligent wheelchair design improves the interactive performance of the intelligent operating system, facilitates the travel of the elderly and the disabled, and has good practical value.
Academic Development in Research Focus

Introduction: The editorial aims to revisit the field of academic development as it is being researched worldwide. The JLE editors analyse the notion, its origin, domains, and implementation trajectories in various countries.Overview of Global Research on Academic Development: A short overview of the previously published research on academic development shows that most publications date between 2000 and 2020, with a focus on teaching and learning, trajectories in higher education, trends in practices of academic developers, and research as part of academic development. The authors also dwell upon the research competencies and support to the researchers that have become an integral part of academic development programmes in many countries.Survey: To clarify the attitudes to academic development in the regions that took up academic development some ten years ago, a Survey on Perceptions of Academic Development was conducted among university staff in Russia. It found out the placement of academic development in higher education.Conclusion: Summing up the key issues relating to academic development, the JLE editors outline the research agenda on academic development for potential authors.
The essence and classification of cybercrime in the field of computer information

Cimes in the field of computer information have become pressing issue in society today. Its relevance is evidenced by news from around the world, criminal statistics, problematic issues in the science of criminal law, as well as problems in criminal proceedings. All this is due to the fact that as a phenomenon, crimes in the field of computer information belong to the very specific category that is constantly evolves technological progress. The purpose of the article is to study the phenomenon of crimes in the field of computer information, to define the concept of crimes in the field of computer information and types of these crimes, to provide general characteristics of crimes in the field of computer information, as well as to identify their classification. Various methods of scientific knowledge were used as a methodological basis for writing this article. In particular, comparison methods, analogies and generalization methods were used. In our time, cybercrime has spiraled out of the control of one state's law enforcement agencies and has become a significant interstate and transnational problem.
PENGARUH MOTIVASI ORANG TUA DI MASA PANDEMI TERHADAP PRESTASI BELAJAR MATEMATIKA SISWA KELAS VI DI SDN LENGGAHSARI 01 CABANGBUNGIN BEKASI

The success of producing the next generation of competent and reliable people begins with family education. The purpose of this study was to determine the effect of parental motivation on mathematics learning achievement for grade VI students at SD Negeri Lengahsari 01 for the 2019/2020 academic year. The approach in this research is to use the Simple Random technique.&#x0D; After the research data was obtained using a measuring instrument that was compiled, then a quantitative data analysis was carried out. This is done to answer the problem through testing the research hypothesis. Mathematics learning achievement of students is influenced by students' learning motivation. It can be seen from the simple ANOVA calculation that the p-value is smaller than 0.05, thus Ho is rejected, Y or X regression is significant or Learning Motivation has an effect on Mathematics Learning Achievement, with the equation Y = 48.673 + 0.351X, thus the hypothesis research is supported by empirical data.&#x0D; Based on the results of the study, it can be concluded that Mathematics Learning Motivation has an effect on Mathematics Learning Achievement. Thus, if a teacher wants to be successful in carrying out learning activities, he must be able to provide stimulation to students to be interested in participating in the process of learning activities. If students are interested, they will catch and understand easily what the teacher is saying.
Recreational Game Socialization Using PowerPoint as a Practical Media

This activity is a form of training for teachers and lecturers in Banda Aceh City, where the use of Microsoft Powerpoint can be adapted to make a simple game. We chose games Hidden Picture Games, Matching Game, Telepathy Game, Top Five quiz, Mystery Box, and Lucky Box. The implementation method consists of three stages, namely introduction, practice, and demonstration. The results of this activity have become a concept and collaborative learning model through recreational game media that can be used at universities in Indonesia in making service activities in utilizing Microsoft PowerPoint practical media to create innovations and develop an educational game as well as improve the ability of teachers and lecturers to utilize instructional Media.