Website resmi Dinas Komunikasi dan Informatika Kabupaten XYZ memiliki peran penting dalam menyebarkan informasi pemerintah kepada masyarakat, tetapi kerentanannya terhadap serangan seperti SQL Injection, Brute Force, XSS, CSRF dan DDoS mengancam integritas data dan ketersediaan layanan. Penelitian ini bertujuan untuk mengidentifikasi celah keamanan, menerapkan mitigasi dan mengukur tingkat keamanan menggunakan sistem penilaian CVSS. Kebaruan penelitian ini terletak pada integrasi metode mitigasi manual dan otomatis serta penerapan notifikasi real-time berbasis Telegram menggunakan Snort sebagai Intrusion Detection System (IDS). Hasil penelitian menunjukkan bahwa mitigasi yang diterapkan, seperti validasi input, sanitasi, penggunaan prepared statements dan CAPTCHA, mampu menghilangkan keberhasilan serangan SQL Injection dan memperkuat perlindungan terhadap potensi serangan Brute Force. Serangan XSS, CSRF, dan DDoS tetap gagal berkat proteksi bawaan. Dengan kombinasi mitigasi dan sistem notifikasi real-time, penelitian ini memberikan kontribusi nyata dalam meningkatkan keamanan website pemerintah, menyediakan langkah konkret untuk mengurangi risiko serangan, dan mempercepat respons terhadap ancaman. Temuan ini relevan untuk penelitian masa depan dalam pengamanan website sektor publik.
 
Kata kunci: Penetrasi Testing, SQL Injection, Bruteforce, XSS, CSRF

Pendeteksian topik adalah solusi untuk mengungkap struktur laten dalam sebuah dokumen. Kerangka umum pendeteksian topik berbasis clustering terdiri dari dua langkah: pembelajaran representasi dan pendeteksian topik melalui clustering. Dalam penelitian ini, Bidirectional Encoder Representations from Transformers (BERT) digunakan untuk pembelajaran representasi karena BERT mampu menangkap konteks setiap kata berdasarkan kata-kata di sekitarnya. Representasi teks yang diperoleh dari BERT digunakan untuk pendeteksian topik dengan clustering. Deep Embedded Clustering (DEC) dan Improved DEC (IDEC) adalah model clustering berbasis deep learning yang digunakan dalam penelitian ini untuk pendeteksian topik. DEC dan IDEC mampu mengubah data ke dalam ruang dimensi yang lebih rendah serta mengoptimalkan cluster secara simultan. Output dari teknik clustering berupa kata-kata kunci yang menggambarkan setiap topik cluster. Setelah mendapat kata kunci yang mewakili topik, evaluasi model dilakukan dengan melakukan perbandingan nilai topic coherence menggunakan Topic Coherence - Word2Vec (TC-W2V) sebagai analisis kuantitatif. Penelitian ini merupakan perluasan dari penerapan DEC dan IDEC pada pendeteksian topik dengan menambahkan analisis visualisasi dan kata kunci. Simulasi menunjukkan bahwa DEC dan IDEC mengungguli Uniform Manifold  Approximation and Projection (UMAP)-based k-means (UKM) dan Eigenspace-Based Fuzzy C-Means (EFCM) dari segi nilai TC-W2V, hasil visualisasi, dan kata kunci.
 
Kata kunci: analisis teks, deep clustering, pemrosesan teks

Learning interest is the tendency of students to engage in learning activities driven by the desire to achieve optimal results. However, the learning interest of fifth-grade students at MIS Nurul Yaqin remains low. This study aims to enhance students' learning interest in IPAS subjects through the implementation of the Quantum Teaching and Learning model, which focuses on teachers' management of the learning process, from planning and instruction to evaluation. The research method used is the Kemmis and McTaggart action research model, which consists of four stages. The findings indicate that teacher activity increased from 73% in cycle I to 91% in cycle II, classified as very good. Similarly, student activity improved from 70.53% in cycle I to 86.25% in cycle II, also categorized as very good. These results demonstrate that the implementation of the Quantum Teaching and Learning model effectively enhances students' learning interest in IPAS subjects in fifth grade at MIS Nurul Yaqin.
 

This article discusses the maintenance of Family Medicinal Plants (TOGA) in Mata Wawatu Village as an effort to improve public health. The aim of this program is to provide information to the public regarding the benefits and cultivation techniques of medicinal plants. The methods employed include qualitative research with a descriptive approach, encompassing observations, interviews, and documentation collection. The findings of this study indicate that this initiative has successfully enhanced the community's understanding of TOGA and encouraged them to utilize medicinal plants in their daily lives. This program is expected to improve the health and well-being of the community and reduce dependence on chemical medications

Image is the main goal as well as the achievement to be achieved in the world of public relations. Therefore, Kemenparekraf created the #AdaApaDiSini campaign using Instagram social media. The #AdaApaDiSini campaign contains messages about places, nature, and culture in an Indonesian tourism area to be seen by the public. The purpose of this study is to determine the #AdaApaDiSini campaign message on Instagram @Kemenparekraf.ri, the image of Kemenparekraf regarding the #AdaApaDiSini campaign message and to determine whether or not there is an influence of the #AdaApaDiSini campaign message on the image of Kemenparekraf itself. The theory used in this research is the campaign message theory which has the dimensions of message structure, message content, framing, language, and emotional appeal (Perloff, 2017). This research also uses image theory which has dimensions of perception, cognition, motives, and attitudes (Soemirat & Ardianto, 2017). The method used in this research is a quantitative approach with a survey method and simple random sampling technique by distributing questionnaires in the form of google forms to 98 respondents selected according to the characteristics of the study. From the results of calculations and data using the SPSS 25 application, the #AdaApaDiSini campaign message affects the image of Kemenparekraf by 34.7%.

The application of diversion in the juvenile criminal justice system aims to prevent children from undergoing formal legal proceedings that could negatively impact their development. This study analyzes the implementation of diversion in Decision Number 5/Pen.Div/2023/PN Kot Jo and Number 18/Pid.Sus-Anak/2023/PN Kot, involving a 15-year-old minor as the perpetrator of a minor offense. The study highlights the judge's considerations in determining diversion, including the child's age, the type of offense, and the offender's social background. Furthermore, this research examines how the principles of restorative justice are applied through diversion deliberations involving the offender, the victim, their families, and other relevant parties. The findings indicate that diversion in this case successfully reached a voluntary agreement, requiring the offender to return the item and compensate the victim. This agreement not only aims to prevent the negative impact of formal judicial proceedings but also provides an opportunity for the child to rehabilitate and reintegrate into society. These findings emphasize that when implemented effectively, diversion mechanisms can serve as an efficient solution for resolving juvenile delinquency cases without resorting to litigation.

Gross motor development in children aged 1–3 years is a crucial aspect of growth and development, influenced by various factors, one of which is nutritional status. Good nutritional status plays a role in optimizing children's growth and development, including gross motor skills. This study aims to analyze the relationship between nutritional status and gross motor development in children aged 1–3 years at the Posyandu within the working area of Situ Udik Community Health Center (Puskesmas). This study employs a quantitative design with a cross-sectional approach. The research sample consists of children aged 1–3 years selected using a random sampling technique. Nutritional status was measured using an anthropometric approach, specifically weight-for-age (W/A), while gross motor development was assessed using the validated Denver Development Screening Test (DDST II) observation sheet. Data analysis was conducted using the chi-square statistical test to determine the relationship between nutritional status and gross motor development. The results indicate a significant relationship between nutritional status and gross motor development in children aged 1–3 years (0.013, p ? 0.05). Children with good nutritional status tend to have optimal gross motor development compared to those with undernutrition or overnutrition. These findings suggest that good nutritional status is a supporting factor in early childhood gross motor development. Therefore, regular monitoring of nutritional status and parental nutrition education are essential steps in supporting children's optimal growth and development.

The postpartum period is a critical time for both the mother and newborn, where healthcare is essential to avoid the risk of mortality. This study aims to analyze the behavior of postpartum mothers and Acehnese families in postpartum care at the Beutong Health Center, Nagan Raya Regency in 2024. A quantitative research method with a descriptive design was used, and the sampling technique applied was total sampling, with a population of 40 postpartum mothers. Data collection was carried out through interviews using a questionnaire. The results showed that 77.8% of mothers and families were aware of the nutrition needed for postpartum mothers, 58.3% understood the process of uterine involution, and 100% of postpartum mothers knew daily activities to accelerate recovery. The family's supportive attitude towards postpartum care was evident in their dietary recommendations, such as providing vegetables (83.3%) and fish (80.5%), forbidding the mother from leaving the house (100%), and administering algae (88.9%). However, 30.6% of postpartum mothers did not consume vegetables regularly. These findings highlight the importance of improving family understanding and support in postpartum care to accelerate the recovery of mothers and babies. The implication of this research is expected to improve postpartum care programs at Beutong Health Center.

The gig economy has experienced rapid growth in Indonesia, with a rising number of platform-based workers engaged through digital platforms such as Gojek, Grab, Shopee, and Tokopedia. However, the legal status of gig workers remains unclear, leading to weak labor protections, particularly in terms of access to social security and compliance with minimum wage standards. This study aims to analyze the legal protection available for gig workers in Indonesia and identify regulatory reforms necessary to improve their welfare. Using a normative juridical and empirical approach, the research examines existing labor regulations and conducts a survey involving 300 gig workers in the transportation, logistics, and digital service sectors. The findings reveal that 60% of gig workers lack social security coverage, 70% do not receive wages that meet minimum standards, and only 20% have formal employment contracts. Furthermore, 72% of workers report income instability, while 85% express the need for clearer regulations to safeguard their rights. The study highlights that the ambiguous legal status of gig workers in Indonesia contributes to high job insecurity and significant disparities in labor protection compared to formal sector employees. Therefore, more adaptive regulatory reforms are needed to ensure that gig workers receive legal protection equivalent to that of workers in the formal sector. The findings of this study are expected to serve as a foundation for policymakers in designing more inclusive and responsive labor regulations that address the evolving dynamics of employment in the digital era.

This study aims to analyze the influence of Brand Image and Social Media Promotion on Purchase Decisions, with Consumer Satisfaction as an intervening variable in Balisijuk.id in Payakumbuh. In the digital era, a strong Brand Image and effective promotion strategies through social media are important factors in attracting interest and increasing Consumer Satisfaction, which ultimately influences purchase decisions. This research method uses a quantitative approach with purposive sampling techniques. Data was collected through questionnaires distributed to Balisijuk.id consumers. Data analysis was carried out using multiple linear regression models and path analysis to test the direct and indirect relationships between variables. The results of the study show that Brand Image and Social Media Promotion have a significant effect on Consumer Satisfaction. Furthermore, Consumer Satisfaction proved to be an intervening variable that strengthened the relationship between Brand Image, Social Media Promotion, and Purchase Decision. In other words, the more positive the Brand Image and the more effective the Social Media Promotion, the higher the Consumer Satisfaction, which ultimately drives the Purchase Decision. This research provides practical implications for business actors, especially Balisijuk.id, in designing more effective marketing strategies through strengthening Brand Image and optimizing Social Media Promotion to increase consumer satisfaction and purchase decisions Balisijuk.id.