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DDOS (Distribute Denial of Service) is a type of structured attack. This attack has been around since 1990. DDoS attacks are capable of paralyzing servers by flooding network traffic and causing it to go down. To overcome this problem, the way to detect DDoS attacks has several methods and algorithms, one of which is the Artificial Neural Network algorithm and uses the Machine learning method due to the fast computing process, high accuracy, and this research uses the SKKNI research method Number 299 of 2020. The analysis was carried out uses training data from the latest dataset, namely CICIDS2017, which is a development of a previously existing dataset. DDoS attack detection testing using the confusion matrix method obtained bot precision of 0.99, recall of 0.99, and f1score of 0.99, 3

The rapid growth of e-commerce in Indonesia has generated a massive and continuous volume of product reviews. This user-generated content is vital for business intelligence, yet its sheer scale makes manual analysis inefficient, subjective, and practically impossible. Automated sentiment analysis is therefore crucial for businesses to efficiently understand customer feedback and market perception. This research addresses this gap by implementing the Naïve Bayes Classifier (NBC) algorithm to automatically classify the sentiment of Indonesian-language e-commerce product reviews. This study utilized a dataset of 2,000 reviews collected from a major e-commerce platform's "Electronics" category. The data underwent critical text preprocessing stages (case folding, tokenizing, stopword removal, and stemming using the Sastrawi library) to handle the complexities of informal Indonesian text. The dataset was split using an 80/20 ratio, resulting in 1,600 training reviews and 400 testing reviews. Model performance was then evaluated using a Confusion Matrix, focusing on the key metrics of Accuracy, Precision, and Recall. The test results showed excellent performance, achieving an Accuracy of 90.00%, Precision of 91.93%, and Recall of 95.00%. These results demonstrate that the Naïve Bayes algorithm, when supported by robust preprocessing, is a highly effective, reliable, and computationally efficient method for this task, providing a valuable tool for e-commerce stakeholders.

Islamic religious education as a business process that contains uniqueness and characteristics, namely activating, increasing and strengthening norms, believe me, that is the spiritual-spiritual foundation of a person, in his attitude and behavior, his behavior is manifested in accordance with the rules. Religion I believe that human values ​​are behaviors that express the whole person, both externally and spiritually, and are the underlying drivers of behavior. Education is an absolute process of maturing through information and training in various skills and values ​​related to life activities that are in accordance with educational goals. Namely increasing the nation's intelligence and developing the Indonesian people as a whole, namely people who believe in and fear God Almighty. As well as creating human beings who are honest, healthy, knowledgeable and responsible. The inquiry method is a series of learning activities that emphasize critical thinking and analysis to find an answer. The thinking process occurs with the process of interaction between teachers and students. This method is also called the heuristic method, which comes from the Greek word found heuristic

Reativity and skills in the field of technology are a unit that go hand in hand and are indispensable in the world of work. For this reason, it needs to be instilled early on in directing and developing the skills and creativity of a student. Given the large number of companies engaged in graphic design, advertising and multimedia, it affects the development of the times and everyone's knowledge. In the very rapid development of technology like now we are required to be able to become people who have more creativity. This Community Service is carried out at the Al-Wasliyah Hamparan Perak Vocational School, where the author will help younger siblings to be able to make simple games from power point. But it doesn't demand the possibility for them to recreate it into games that are more creative, innovative and useful.

The hospital information system has become increasingly important due to the rapid development of technology. An effective information system can help manage patient data, medical records, doctor scheduling, medicine and medical equipment procurement, and facilitate hospital administration processes. This journal discusses the importance of hospital information systems, the benefits that can be gained, and the things that need to be considered in building and implementing an effective information system. Analysis of information system needs, information system development, training and utilization of the system, and information system maintenance are important factors to consider in building an effective system. With an effective and efficient information system, it is hoped that the quality of hospital services can be improved.

This research is based on the results of preliminary observations that in order to achieve success and effectiveness in the implementation of Regional Autonomy, it is necessary for the Regional Government to be prepared in all fields, including the readiness of human resources to be able to answer the challenges in the implementation of Regional Autonomy. In addition, what is no less important for the implementation of Regional Autonomy to run effectively is how regions can explore and empower existing regional potentials, so that in terms of finance which is the main element in running regional government, independence can be achieved. The method used is a qualitative descriptive research method. The population in this study was 5 people. The sampling technique used a purposive sample technique, thus the sample in this study was 5 people. The data collection technique used a questionnaire. The results of the study are as follows: The Regional Original Income Increase Program in Supporting the Implementation of Regional Autonomy in Cilacap Regency has been effectively implemented through intensification and extensification programs that are quite effective in boosting the increase in Regional Original Income (PAD), and the Central Government's control of programs carried out by the Regional Government in an effort to increase regional income. The obstacles faced are the lack of existing human resources, both in quality and quantity; Frequent changes in higher legal regulations that disrupt the process of collecting regional revenue; Facilities and infrastructure that are still inadequate in carrying out the task of collecting regional revenue; Lack of understanding of laws and regulations on taxes and levies from the community; Weak law enforcement efforts against taxpayers and levy payers Efforts made to overcome obstacles in the program to increase Regional Original Income in supporting the implementation of Regional Autonomy in Cilacap Regency, are In increasing Regional Original Income (PAD) the Cilacap Regency Government has carried out the following: Improving the quality of human resources/collectors through functional training. Conducting research and reviewing regulations in the field of revenue to be adjusted to applicable laws and regulations. Improving facilities and infrastructure in order to support regional revenue collection. Conducting counseling to the community, especially to taxpayers and levy payers

This research is motivated by the results of preliminary observations that the Delegation of the Regent's authority to the Sub-district Head has not been running optimally. The improvement of public services is still not optimal. Limited facilities/infrastructure in the sub-district. The number of employees in the sub-district is still limited. Not all SKPDs that delegate authority have technical instructions for the implementation of the delegation of authority by the sub-district. The method used is a qualitative descriptive research method. The sampling technique uses a purposive sample technique, thus the sample in this study was 5 people. The data collection technique uses a questionnaire. The results of the study obtained are as follows: The Effectiveness of the Delegation of Part of the Regent's Authority to the Sub-district Head in Improving Public Services (Regent Regulation Number 18 of 2010 Concerning the Delegation of Part of the Authority from the Regent to the Sub-district Head) has been implemented well, especially in the implementation of aspects of licensing, recommendations, coordination, coaching, supervision, facilitation, and implementation. The implementation of Public Services according to Regent Regulation Number 18 of 2010 concerning the Delegation of Part of the Authority from the Regent to the Sub-district Head has been implemented well, such as in terms of service procedures, service time, service costs, service products, service facilities and infrastructure, and the competence of service officers. The obstacles faced by the Sub-district Head in the effectiveness of the delegation of Part of the Regent's Authority to the Sub-district Head in improving public services in the Sub-district in Ciamis Regency are Limited budget; Lack of facilities and infrastructure to support public services; Lack of human resources; Many human resources do not yet have competence; Lack of public awareness to make permits; not all technical instructions have been made regarding the delegated authority; There are still requirements that must be completed at the Regency level, whether permits must be made immediately at the sub-district, so that it hinders the completion process and the completion time becomes long. Meanwhile, the results of observations show that the number of service providers is still very limited, where each officer has their own main duties and functions. Efforts made by the Sub-district Head to overcome obstacles in the implementation of the delegation of Part of the Regent's Authority to the Sub-district Head in improving public services in the sub-districts in Ciamis Regency, are to increase the budget; complete and improve facilities and infrastructure to support services to the community; propose additional human resources; improve human resource competency through coaching and training; increase public awareness to make permits through socialization; request clear technical instructions regarding the delegated authority; in the completion process and completion time are made easier by assigning district employees to carry out services in the sub-district.

Effective and efficient financial management is essential for the success of UMKM. However, UMKM are often hampered in optimizing their performance and competitiveness due to lack of knowledge and skills in financial management. Therefore, this community service aims to train UMKM in financial management to improve their financial literacy and their ability to utilize skills in business management. This activity uses a participatory approach by involving UMKM in the Bugangan Village area and the method includes theoretical explanations and direct practical assistance. The training materials include basic concepts of financial management and simple financial report analysis. The results showed that participants had a better understanding and skills to manage business finances more effectively. In addition, participants also reported increased time efficiency and accuracy of financial records after the training was implemented. Thus, this program is expected to help UMKM become more adaptive to the demands of the digital era and contribute to sustainable local economic growth.

The problem faced by Vocational High Schools Accounting teachers in Tulungagung Regency is that the concept of higher order thinking skills has not been implemented optimally in compiling accounting questions. The purpose of holding this community service is to increase understanding of by Vocational High Schools Accounting teachers in compiling accounting questions based on higher order thinking skills. The method of community service activities is in the form of training for members of the Vocational High Schools Accounting Teachers Organization in Tulungagung Regency. This activity consists of the preparation stage, the implementation stage, and the monitoring and evaluation stage. The results of the evaluation of this activity showed that vocational Accounting teachers in Tulungagung Regency had a better understanding of the concept of higher order thinking skills and their application in compiling accounting questions.

Pengelolaan sampah yang buruk telah menjadi permasalahan yang masih dialami  di seluruh dunia, tak terkecuali Indonesia. Pengedukasian mengenai pengelolaan sampah perlu ditingkatkan terutama pada anak-anak dengan memanfaatkan perkembangan teknologi yang ada seperti teknologi smartphone. Berdasarkan masalah tersebut, dikembangkanlah aplikasi edukasi mengenai pengelolaan sampah yang ditujukan untuk anak sekolah dasar dengan memanfaatkan teknologi Android dan machine learning. Dengan tingkat akurasi sebesar 90% pada training dan testing dataset, pemanfaatan teknologi machine learning ini akan efektif untuk membantu anak-anak dalam mendeteksi sampah yang ditemukan ketika bereksplorasi. penelitian ini menggunakan metode Waterfall yang terdiri dari 5 tahapan yaitu requirement,  design, implementation, testing dan maintenance. Dengan menggunakan metode pengujian Black Box dan Beta Test, hasil pengujian yang didapatkan pada pengujian Black Box telah memenuhi semua skenario yang ada, dan melalui Beta Test mendapatkan respons positif serta beberapa saran dari calon pengguna untuk pengembangan aplikasi kedepannya. Dengan hasil yang didapatkan, aplikasi edukasi mengenai pengelolaan sampah dapat menjadi sarana untuk membantu anak-anak dalam memahami betapa pentingnya pengelolaan sampah melalui media pembelajaran interaktif.

This community service activity aims to empower the youth of Karang Taruna in Rukun Warga 06, Cipedak area, Jagakarsa, South Jakarta, through training in basic home electrical installation. The empowerment initiative is expected to enhance the participants’ technical skills and economic independence in facing the challenges of the job market, particularly in the electrical sector, which offers broad prospects. The implementation methods include material delivery/counseling sessions, hands-on practical training, and participant skill evaluation. The results of the activity show an increase in participants' understanding of basic electrical installation and adequate practical skills applicable at the household level. Participant success was assessed based on their ability to assemble electrical circuits and conduct electricity through prepared media, as indicated by the illumination of light bulbs in each installed circuit. This activity has had a positive impact in shaping more productive youth who are ready to compete in the workforce, while also contributing to community-based local development. The results of the counseling and training on electrical installation for simple houses showed that 80% of the participants were able to carry out residential electrical installations properly and in accordance with the PUIL 2000 standards.

This research was conducted at Dj Arie Public Speaking and Boardcasting School Bandung. The problem contained in the formulation of the problem is how the role of public speaking training in fostering student confidence at Dj Arie Public Speaking and Boardcasting School Bandung. The purpose of this study is to determine the role of public speaking training in fostering student confidence at Dj Arie Public Speaking and Boardcasting School Bandung. This research uses qualitative methods and is a field research. The research data was obtained through direct observation to the field, interviews involving students and tutors who became informants, and documentation studies from books and other materials related to the subject matter. The results of this study indicate that the role of public speaking training is very large in fostering students' confidence which is one of the supports and provisions when speaking in public such as appearing at events and can be a provision for students in carrying out certain public speaking activities.    

Foster parents play an important role in exploring and developing the creative potential of foster children. Foster parents play a very important role in motivating children, as well as directing the activities of foster children so that they are useful in the future. One of them is motivating and directing children to participate in creativity development activities in the form of handicrafts. Creativity is an important thing in a person's life because it can make a person more productive and improve the quality of life and make it easier to find a way out of a problem. Through children's orphanages with various activities that are able to develop themselves both physically and spiritually. Orphanages can also form children's personalities to become independent and accustomed to things that train children to be more perfect. The purpose of this study was to determine the role of foster parents in developing the creativity of orphanage children through training. This study used a qualitative approach with descriptive methods and data obtained through observation and interviews. The location of this research is located at the Yatim Putri Bhakti Orphanage, Ms. Lubuk Attitude. With this research, it can be seen that the role of foster parents in increasing the creativity of orphans through training at the Yatim Putri Bhakti Orphanage, Mrs. Lubuk Kapaning, is by providing handicraft training, orphanage children can develop their creativity and become independent.

The purpose of this community service is to provide counseling and training in making multimedia-based learning media as a good online digital-based learning tool, understand the manufacture of multimedia-based learning media, be able to apply the knowledge gained and be involved in managing multimedia-based learning for MTs teachers and MA Nuril Huda Grobokan.

In the dynamic landscape of Human Resource Management (HRM), the emergence of Artificial Intelligence (AI) technologies presents both challenges and opportunities. This research aims to explore strategies for empowering talent amidst AI innovations in HRM. The research adopts a phenomenological approach to delve into the lived experiences of HR professionals and employees within organizations integrating AI technologies. Through purposive sampling, data were collected via in-depth interviews and focus group discussions. Thematic analysis was employed to identify patterns, themes, and insights from the narratives. The findings reveal a nuanced understanding of how AI impacts talent management practices, including recruitment, training, performance evaluation, and career development. Moreover, the research elucidates the importance of human-centric approaches in leveraging AI to augment rather than replace human capabilities. These insights contribute to enhancing organizational strategies for talent empowerment in the era of AI-driven HRM innovations.

PT Ungaran Sari Garment is one of the Largest Export Oriented Apparel Company in Indonesia, operating world-class factories in various locations in Java supported by 11,000 skilled and professional workers. Ungaran Sari Garments' production capacity can handle 1.7 million dozen garments per year and still with great potential for expansion. In 2022 to 2024 experienced an increase and decrease in Actual Performance Production. Production Performance data at PT Ungaran Sari Garment for the last 3 years has experienced, indicates that there is a decrease in employee performance at PT Ungaran Sari Garment.

The integration of Artificial Intelligence (AI) in education presents both challenges and opportunities for 21st-century learning. This study explores the transformative potential of AI in enhancing personalized learning, adaptive assessments, and intelligent tutoring systems. The research aims to identify the key barriers to AI adoption in educational settings, including ethical concerns, data privacy, and technological infrastructure. Utilizing a qualitative approach, data were collected through literature reviews and expert interviews. The findings indicate that while AI can significantly improve learning outcomes and administrative efficiency, its implementation requires strategic planning, teacher training, and regulatory frameworks. This study highlights the importance of balancing AI-driven innovation with ethical considerations to maximize its benefits in education.

Women have complicated bodies. Throughout their existence, they go through the anatomical, physiological, and reproductive development processes. From birth to adulthood, there occurs development, and as a woman, the body's organs develop flawlessly and entirely. In comparison to a male, a woman's body develops differently, especially in terms of the reproductive organs, genitalia, endocrine system, and skeleton. The fast-paced and practical lifestyle elements of today's metropolitan society have an impact on the food ingested, which is bad for the body's health. The majority of high-risk illnesses, including heart disease, breast cancer, cervical cancer, osteoporosis, autoimmune disease, stroke, depression, and others, affect women more than males. The Community Service Partners are the management of the Family Welfare Development Team (TP-PKK) in West Bungo Village, Bungo Regency. The majority of PKK administrators, besides their activities as housewives, also work in government, private and entrepreneurial institutions, where due to business, consumption patterns and types of food eaten are unhealthy, such as fast- food which can be bad for the health of the body. especially reproductive health. Therefore, the purpose of this activity is to provide training and skills for TP-PKK administrators in making traditional herbal drinks with raw materials from rhizome plants such as Ginger, Turmeric, Temu Lawak, Kencur, Galangal which are very useful in helping to maintain body and reproductive health. in productive Ages.

High school students are the young generation who have the potential and have the opportunity to play an active role in the development of the nation and the nation. To support their ability to compete in today's era, high school students are required to have self-confidence, be able to communicate politely, and be polite as part of public speaking. If you do not have the ability to communicate in public appropriately due to a lack of self-confidence, then the interaction cannot run smoothly. Therefore, to provide understanding, public speaking training is held using the CCP (Confident, Content and Performance) method. This dedication activity was a collaboration between the lecturer who held the tridharma activities of higher education and the UPTD SMAN 13 Maros which is located in Pucak Village. By using the practice method which begins with increasing self-confidence, followed by creating content and finally preparing for a live performance. the enthusiasm of the participants was very high, various questions were asked during the discussion so that this activity could provide training in the development of public speaking presentation skills

This study aims to determine the effect of financial and digital literatures and financial management on the performance of UMKM. This research used quantitative research using associative approach. Data collection was carried out by distributing questionnaires to 30 respondents of UMKN business actors in Cilacap District. The data analysis method used is quantitative analysis using Path Coefficients Test, Modes of Goodness Test, and Hypothesis Testing. Path coefficient value of the influence of financial management on the performance of UMKM. The results of the linear test and the output of column coefficients and T-tables are known that financial management has a significant effect on performance as seen from the p value 0.005 <0.05. Good and correct financial management will provide benefits and advantages for  UMKM  actors.  Several  related  institutions  can  provide  financial  and  digital  literatures training assistance. Training not only provides theoretical knowledge but also provides activities such as workshops and mentoring continuously.