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ADVANCED MALICIOUS SOFTWARE DETECTION USING DNN Sulartopo Sulartopo; Dani Sasmoko; Zaenal Mustofa; Arsito Ari Kuncoro
Journal of Technology Informatics and Engineering Vol 1 No 1 (2022): April: Journal of Technology Informatics and Engineering
Publisher : University of Science and Computer Technology

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/jtie.v1i1.144

Abstract

The special component of malicious software analysis is advanced malicious software analysis which implicates interested the main framework of malicious software that can be executed after executing it and aggressive malicious software investigation depend on inquisitive of the practice of malicious software after running it in a composed habitat. Advanced malicious software analysis is usually performed by contemporary anti-malicious software operating systems using signature-based analysis. The purpose of this research is to propose also decide a DNN for the progressive identification of portable files to study the features of portable executable malicious software to minimize the occurrence of distorted likeness when aware of advanced malicious software. The model proposed in this study is a NN with a Dropout model contrary to a resolution tree model to examine how well it performs in detecting real malicious PE files. Setup-skeptic methods are used to extract features from files. The dataset is used to train the proposed approach and measure outcomes by alternative common malicious software datasets. The results from this study illustrate that the use of simple DNNs to study PE vector elements is not only efficient but more fewer system comprehensive than the traditional interested disclosure approach. The model proposed in this study achieves an A-UC of ninety-nine point eight with ninety accurate specifics at one percent inaccurate specific on the R-OC curve. For shows that this model has the potential to complement or replace conventional anti-malicious software operating systems so for future research, it is proposed to implement this model practically.
Optimizing the Management of the Tahfidz Learning Program at NU Islamic Elementary School: Instilling Qur'anic Values from an Early Age Mustofa, Zaenal; Nurulloh, Ahmat
Andragogi: Jurnal Pendidikan dan Pembelajaran Vol. 4 No. 2 (2024): Pendidikan dan Pembelajaran
Publisher : Universitas KH. Abdul Chalim Pacet Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31538/adrg.v4i2.1304

Abstract

The tahfidz learning program requires strict and systematic management. This is in order to achieve the goals that have been set. Tahfidz learning management can also be used to improve students' literacy competence. With the tahfidz program students will learn to read and memorize which will certainly affect student learning. This study aims to explain and analyze how the management of the tahfidz learning program at the Nahdlatul Ulama Sekaran Islamic Elementary School. Then also to find out what are the supporting and inhibiting factors in implementing the program. The method used to examine this is a qualitative method with a case study approach. The data collection used is by means of observation, interviews and documentation. Data analysis was carried out by using the Miles and Hubberman model in the form of data collection, data reduction, data exposure and drawing conclusions. The results showed 1) the management of the tahfidz learning program includes: a) planning to set goals, b) implementation by selecting the right people to carry out and c) evaluation to solve problems that arise. 2) Obstacles encountered were a) student discipline in memorizing, b) stability of student abilities and an unequal ratio of teachers. While things that support are a) good management, b) high will and support from parents so that the program can run optimally.
SISTEM INFORMASI PEMENUHAN NILAI GIZI MAKANAN IBU HAMIL DENGAN METODE COOPER BERBASIS ANDROID STUDI KASUS: PUSKESMAS MRANGGEN II Ahmad Ashifuddin Aqham; Zaenal Mustofa; Wiwid Wahyudi
MANAJEMEN Vol 1 No 1 (2021): MEI : MANAJEMEN (Jurnal Ilmiah Manajemen dan Kewirausahaan)
Publisher : LPPM Politeknik Pratama

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (396.233 KB) | DOI: 10.51903/imk.v1i1.58

Abstract

Nutrition and nutrition of pregnant women is an important thing that must be met during pregnancy. The risk to the health of the fetus being conceived and the mother who is pregnant will be reduced if pregnant women get balanced nutrition and nutrition. Pregnant women who are malnourished can lead to premature birth, fetal death, abnormalities of the baby's central nervous system, as well as abnormal development, congenital defects, anemia in infants, low birth weight, and newborns with low health status.The problem that often arises today is the lack of knowledge of pregnant women about the importance of fulfilling nutrition / nutrition for pregnant women. Due to the lack of information and education of pregnant women. This study, designed a system for fulfilling the nutritional value of food for pregnant women using the Android-based COOPER method. Aims to make it easier for pregnant women to find information about nutritional intake through the selection of food menus.The author uses the Cooper method, because this method is very suitable for calculating the number of calories needed by pregnant women. The Cooper method calculates the number of calories by processing the ideal weight of pregnant women, the activities of pregnant women, and the number of hours of sleep pregnant women according to Poedysmoro (2005).To solve the problems above, it is necessary to design an Android-based information system application for the fulfillment of the nutritional value of pregnant women's food which is expected to help the role of the community, making it easier for pregnant women to find information about nutritional intake through the selection of food menus. This information can later be accessed by pregnant women to find out the fulfillment of nutrition through the food menu that must be consumed. Through the Android display that offers solutions so that it can be done anytime and anywhere.
Perancangan Sistem Penjualan untuk mempermudah Manajemen dan Laporan Penjualan Cat Menggunakan Website Febryantahanuji Febryantahanuji; Hadi Yusuf; Budi Hartono; Arsito Ari Kuncoro; Zaenal Mustofa
Kompak :Jurnal Ilmiah Komputerisasi Akuntansi Vol. 17 No. 1 (2024): Jurnal Ilmiah Komputer Akuntansi (KOMPAK)
Publisher : Universitas Sains dan Teknologi Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/kompak.v17i1.1852

Abstract

This research aims to identify the issues faced by one of the paint distributors in managing their sales information system. The study notes that despite the store's successful sales activities, the utilization of the sales information system remains limited, with the store preferring to manage products without online information handling applications. Based on observations, some weaknesses of the current system include lack of stock data accuracy, hindrances in providing real-time stock information, and limitations in tracking stock changes. The author suggests providing training to users of the web-based sales information system and establishing clear task allocation, as well as system improvements to address existing weaknesses. These suggestions are expected to enhance efficiency and effectiveness in sales management and meet the needs of both administrators and buyers.
Comparison of the performance of naive bayes and support vector machine in sirekap sentiment analysis with the lexicon-based approach Setiyawan, Ramadhana; Mustofa, Zaenal
Journal of Soft Computing Exploration Vol. 5 No. 2 (2024): June 2024
Publisher : SHM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52465/joscex.v5i2.367

Abstract

The general public often uses the SiRekap application to see the progress of the election and to provide critical statements. Policies made by the government have good and bad outcomes, and users end up leaving their reviews and ratings on the Google Play Store, where the app can be downloaded. These reviews can be collected and processed into useful information such as sentiment analysis using Naïve Bayes and Support Vector Machine methods. Both methods have differences during training and during evaluation. The difference in results from the various scenarios tested was not much different. When training the Support Vector Machine model is able to process comment data labeled with a lexicon 10% better than the Naïve Bayes model by looking at the results of the accuracy of the two models. During the accuracy evaluation process, the two models produce the same accuracy of 72%. Although both models get the same accuracy during the evaluation process, there are differences in precision, recall, and f1 score. The difference is that the Support Vector Machine model is 5% better for precision, 8% for recall, and 3% for f1-score compared to the Naïve Bayes model. This research is limited to only knowing the performance of two machine learning models, namely the use of naive bayes and svm by using a label lexicon. The results obtained can be improved for the better. Improving the evaluation results can be done by adding data or using text data augmentation and there is creation from experts related to language sentiment.
SISTEM INFORMASI PEMENUHAN NILAI GIZI MAKANAN IBU HAMIL DENGAN METODE COOPER BERBASIS ANDROID STUDI KASUS: PUSKESMAS MRANGGEN II Ahmad Ashifuddin Aqham; Zaenal Mustofa; Wiwid Wahyudi
MANAJEMEN Vol. 1 No. 1 (2021): MEI : MANAJEMEN (Jurnal Ilmiah Manajemen dan Kewirausahaan)
Publisher : LPPM Politeknik Pratama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/imk.v1i1.58

Abstract

Nutrition and nutrition of pregnant women is an important thing that must be met during pregnancy. The risk to the health of the fetus being conceived and the mother who is pregnant will be reduced if pregnant women get balanced nutrition and nutrition. Pregnant women who are malnourished can lead to premature birth, fetal death, abnormalities of the baby's central nervous system, as well as abnormal development, congenital defects, anemia in infants, low birth weight, and newborns with low health status.The problem that often arises today is the lack of knowledge of pregnant women about the importance of fulfilling nutrition / nutrition for pregnant women. Due to the lack of information and education of pregnant women. This study, designed a system for fulfilling the nutritional value of food for pregnant women using the Android-based COOPER method. Aims to make it easier for pregnant women to find information about nutritional intake through the selection of food menus.The author uses the Cooper method, because this method is very suitable for calculating the number of calories needed by pregnant women. The Cooper method calculates the number of calories by processing the ideal weight of pregnant women, the activities of pregnant women, and the number of hours of sleep pregnant women according to Poedysmoro (2005).To solve the problems above, it is necessary to design an Android-based information system application for the fulfillment of the nutritional value of pregnant women's food which is expected to help the role of the community, making it easier for pregnant women to find information about nutritional intake through the selection of food menus. This information can later be accessed by pregnant women to find out the fulfillment of nutrition through the food menu that must be consumed. Through the Android display that offers solutions so that it can be done anytime and anywhere.
WEB-BASED STUDENT ADMINISTRATION INFORMATION SYSTEM IN TSANAWIYAH NEGERI 2 SEMARANG MADRASAH Zaenal Mustofa; Wahyu Efendy Yusuf; Maya Utami Dewi
Journal of Engineering, Electrical and Informatics Vol. 1 No. 2 (2021): Juni: Journal of Engineering, Electrical and Informatics:
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jeei.v1i2.893

Abstract

The problem of repetitive work carried out by homeroom teachers when processing grades at school is the main problem experienced by every homeroom teacher at school. A good academic system is needed because it is able to minimize the work of the homeroom teacher. MTs Negeri 2 Semarang in processing value data reporting still uses the conventional method, namely by filling in the value leger. The teaching teacher fills the value data into the grade leger according to each subject. Then the homeroom teacher reported in the form of grades per subject. Then from the value data per subject the homeroom teacher must reprocess it into grades per student and print it. This will be a repetitive task if the homeroom teacher also serves as a teaching teacher. The report still uses copy and paste from flash to flash which has a very high risk of losing data. This is coupled with the school building which is divided into two buildings with a considerable distance between the old building and the new building which makes teaching teachers feel reluctant to report grades. To solve the existing problems, the authors propose a web-based value data administration system at MTs Negeri 2 Semarang which will make it easier for teachers to process and report value data. The program is expected to be able to deal with existing problems and ease the work of the homeroom teacher.
ROBOTIC AUTOMATION ON COMPUTER NUMERICAL CONTROL MACHINE Danang Danang; Zaenal Mustofa; Edy Siswanto
Journal of Engineering, Electrical and Informatics Vol. 2 No. 2 (2022): Juni: Journal of Engineering, Electrical and Informatics:
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jeei.v2i2.914

Abstract

Along with the advancement of robot technology, Computer Numerical Control (CNC) machine robot automation is becoming more popular. While some Computer Numerical Control engine process independently with a part catcher, a perpendicular granting center requires an extraneous individual to keep the engine processing. Collective and Mechanical robots be the main options for robotize perpendicular Computer Numerical Control grating machines. This study aims to specifically investigate and find the most effective type of robot to be used as a machine capable of maintaining the Haas VF-2 perpendicular crushing center. The method used in this study is the Overal Equipment Effectiveness (OEE) model approach with five different actions, starting with scope, unit setting, evaluation, fee calculation, and integration of the evaluation to present the value of each cell. The purpose of the model used in this study is to determine which robot is more effective for use in industry. As the result, this study demonstrates the important difference between the robot cells on the site and the overall effectiveness of the equipment, besides that the fee differences in the production of robot cells are not too large, but if the focus is on adding robots then the fee differences must be considered carefully. The hazard assessment proved surprising. This study shows that the risk factors in VF-2 treatment using cooperative robots and mechanical robots can be ignored. The impact of takt time also has an important role. Taking each factor into account for the production machining of the VF-2 mechanical robot is more conducive to use because its performance level is almost two times better and in terms of use, it is also much safer. For future work, maintaining a continual level of danger estimate during working on various parts is a very important thing to pay attention to. In addition, when the geometry and materials of machine parts are developed, the collective allocation is no longer valid, so danger estimates must be carried out more carefully to ensure operator safety.
Learning Management Training Management System at STKIP Pacitan as an Effort to Increase Learning Effectiveness Munir, Agus Qomaruddin; Wardani, Ratna; Nurkhamid, Nurkhamid; Setiyawan, Ramadhana; Mustofa, Zaenal
Wikrama Parahita : Jurnal Pengabdian Masyarakat Vol. 9 No. 1 (2025): May 2025
Publisher : Universitas Serang Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30656/jpmwp.v9i1.8986

Abstract

STKIP Pacitan has adopted Moodle as its primary Learning Management System (LMS) to improve the quality of learning and teaching efficiency in the digital era. Adapting to educational technology requires the faculty's deep understanding and effective management skills. Therefore, Moodle management training was conducted to enhance the faculty's abilities in planning, targeting, and producing quality learning outcomes. Through interactive sessions and workshops, faculty members were taught how to design courses, organize content, and utilize Moodle's features for more dynamic and participatory learning activities. The main focus of the training was on integrating assessment tools and discussion forums to enhance interaction and effective feedback. The training evaluation was conducted by measuring the faculty's performance before and after the training using indicators of course planning quality and evaluation tools. The training successfully demonstrated that the use of Moodle not only supports the efficiency of the teaching and learning process but also improves the quality of education at STKIP Pacitan, with increases of 27%, 68%, and 77% over three months in May, June, and July 2024, respectively. In addition, several applied learning methods positively impact students; feedback to students is increasingly focused (LMS record), which shows that learning effectiveness is increasing. This training recommends ongoing training to ensure optimal utilization of educational technology and continuous adaptation to the latest developments in educational technology.
Assistance in Managing Content for the Culinary Park Website to Increase Visits in Katekan Gantiwarno Village, Klaten, Central Jawa Nurkhamid, Nurkhamid; Munir, Agus Qomaruddin; Wardani, Ratna; Setiyawan, Ramadhana; Mustofa, Zaenal
Wikrama Parahita : Jurnal Pengabdian Masyarakat Vol. 9 No. 1 (2025): May 2025
Publisher : Universitas Serang Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30656/jpmwp.v9i1.9329

Abstract

Katekan Village Culinary Park, Gantiwarno, Klaten, Central Java, is a culinary tourism spot that was just inaugurated in July 2023 by the Regent of Klaten which aims to develop local MSME activities in the Klaten area of Central Java. Several problems include the need to open insights for culinary MSME actors to participate in developing culinary tourism spots, limited infrastructure, information systems, management, marketing and promotion, product quality and sustainability, and local community participation. The urgency lies in the potential to transform Katekan Village into an attractive tourism destination and provide better business opportunities for surrounding MSMEs. The method used in this PKM activity is Participation Action Research, involving the village government in managing information media and fostering information media management skills through websites, which impacts the increase in the number of visits. The output of this activity is an activity in the form of developing culinary park tourism in Katekan Village, Gantiwarno, Klaten, Central Java, with information technology media in the form of a prototype of a website-based culinary park information system which has an impact on increasing the number of visits by 70%.