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Deteksi Serangan Brute Force SSH Menggunakan Klasifikasi Naïve Bayes pada Log Cowrie Honeypot di Lingkungan Virtual Prasetyo, Arya Adhari; Herianto; Yahya; Syamsiyah, Nur
Journal TIFDA (Technology Information and Data Analytic) Vol 2 No 1 (2025): Journal Technology Information and Data Analytic (TIFDA)
Publisher : Prodi Teknologi Informasi Universitas Darma Persada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70491/tifda.v2i1.88

Abstract

The increasing number of brute force cyberattacks targeting SSH services highlights the urgent need for effective early detection and mitigation systems. This study aims to analyze brute force attack patterns using the Naïve Bayes classification algorithm based on log data generated by the Cowrie Honeypot. A simulated virtual environment was developed to emulate attack scenarios and generate authentic SSH log data while preserving real server confidentiality. The system architecture follows the CRISP-DM framework, including data preprocessing, model development, evaluation, and deployment. Evaluation using confusion matrix metrics showed that the Naïve Bayes algorithm successfully distinguished brute force attempts from normal traffic with high accuracy, precision, recall, and F1-score. The findings confirm the potential of combining Cowrie honeypot data with machine learning classifiers as an early warning tool for intrusion detection in enterprise network infrastructures.
Error Correction Model Analysis in Measuring the Effect of Bank Internal Factors on Mudharabah Deposits for Islamic Commercial Banks Yudhistira Ardana; Syamsiyah, Nur; Rohmi, Misfi Laili; Renfiana, Lilis
El-Qish: Journal of Islamic Economics Vol. 1 No. 2 (2021): El-Qish: Journal of Islamic Economics
Publisher : LPPM Universitas Terbuka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33830/elqish.v1i2.1518.2021

Abstract

Islamic bank products to raise public funds can be in the form of demand deposits (wadiah), savings (mudharabah), and deposits (mudharabah). One of the profit-sharing rates in Islamic banks comes from internal factors, namely Return on Assets, Capital Adequacy Ratio, Financing to Deposit Ratio, and Operational Expenses Operating Costs. This study will examine the effect of bank internal factors on mudharabah deposits of Islamic commercial banks using an econometric model, namely the error correction model. Findings. The results showed that the bank's internal variables had a significant effect on mudharabah deposits both in the short and long term. Variables Return on Assets, Capital Adequacy Ratio, and Operational Expenses Operational costs both short and long term have a negative effect on mudharabah deposits.
Hubungan indeks pembangunan manusia dan pengangguran dengan pertumbuhan ekonomi daerah di Provinsi Lampung Kurniadi, Danang; Syamsiyah, Nur; Yunarti, Yuyun
Journal of Economics Research and Policy Studies Vol. 5 No. 2 (2025): Journal of Economics Research and Policy Studies
Publisher : Nur Science Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53088/jerps.v5i2.1867

Abstract

The goal of this study is to examine the relationship between the HDI and unemployment rates, and the GDP growth rate in Lampung Province from 2020 to 2024. This quantitative study integrates cross-sectional data from 15 cities and districts in Lampung Province with time-series data spanning five years. The CBS (Central Bureau of Statistics) was consulted for the data retrieval. The Fixed Effect Model (FEM) was chosen as the best estimating model after the Chow and Hausman tests proved its appropriateness. The results indicate that the Human Development Index has a positive impact on regional economic growth. In contrast, unemployment has little bearing on Lampung Province's economic growth. The findings suggest that healthcare and education reforms have the potential to increase productivity and drive regional economic growth. Additionally, although it is not the primary factor, the combined effect of the Human Development Index and unemployment rates has a significant influence on the economic growth of Lampung Province.
Analisis Sumber Risiko Produksi Pakcoy dengan Menggunakan House Of Risk (Studi Kasus Sintesa Farm Lembang, Kabupaten Bandung Barat) Faujiah, Sifa; Pardian, Pandi; Syamsiyah, Nur; Rasmikayati, Elly
Mimbar Agribisnis : Jurnal Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis Vol 11, No 2 (2025): Juli 2025
Publisher : Universitas Galuh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25157/ma.v11i2.19449

Abstract

Sintesa Farm faces challenges in meeting the demand for pakcoy from distributors, as well as difficulties in maintaining product conformity to the specified standards. These problems are caused by various risks in production activities. This study aims to identify risk agent in pakcoy production at Sintesa Farm. This research uses a qualitative method with case study approach and the House of Risk (HoR) analysis. The results reveal that 12 out of 24 risk agent are classified as priority risk agent and contribute 80.9% to the overall identified risks. The risk source with the highest Aggregate Risk Potential value is attacked by root gall disease. The discrepancy in work procedures with the pakcoy production standard at Sintesa Farm was caused by the suboptimal implementation of the controlling function, which led to various risks caused by human resources.
Enhancing Teachers Proficiency with Digital Interactive Learning Resources for Differentiated Instruction Yahya, Yahya; Febriana Sesunan, Mira; Syamsiyah, Nur; Asbanu, Husen; Pratama, Juan; Nur Afifa, Linda; Darsono
JEPTIRA Vol 3 No 1 (2025): JOURNAL OF COMMUNITY ENGAGEMENT JEPTIRA
Publisher : Fakultas Teknik Universitas Darma Persada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70491/jeptira.v3i1.93

Abstract

The course seeks to enhance educators' competencies in creating customized learning experiences with digital interactive technologies, namely platforms like Wordwall and Quizizz. The event occurred on February 11, 2025, in the Bekasi region, involving high school and vocational school educators. The training materials encompassed the concept of diversified learning, an introduction to the Wordwall and Quizizz platforms, and exercises for developing interactive media that align with suitable teaching methodologies. The activity's outcomes demonstrated a notable enhancement in instructors' competencies in the creative and contextual utilization of digital media, alongside heightened understanding of the need of adaptive learning services tailored to student needs. This initiative enhances the transformation of digital education at the secondary school level.
PEMANFAATAN MEDIA PROPROFS BRAIN GAMES DALAM PEMBELAJARAN MENULIS PERSUASIF SISWA MTS NUR ASY-SYAFI’IYAH TANGERANG SELATAN TAHUN PELAJARAN 2023/2024 Aisyah, Nisa; Syamsiyah, Nur
Bahtera Indonesia Jurnal Penelitian Bahasa dan Sastra Indonesia
Publisher : Universitas Wiralodra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31943/bi.v10i2.1060

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Penelitian ini bertujuan untuk mengetahui pemanfaatan media ProProfs Brain Games dalam pembelajaran menulis persuasif siswa MTs Nur Asy-Syafi’iyah Tangerang Selatan Tahun Pelajaran 2023/2024. Metode penelitian yang digunakan dalam penelitian ini adalah metode kualitatif deskriptif. Teknik pengumpulan data dalam penelitian ini yaitu observasi, wawancara, tes, dan dokumentasi. Hasil penelitian menunjukkan bahwa siswa MTs Nur Asy-Syafi’iyah Tangerang Selatan memperoleh nilai rata-rata 77,8 yaitu pada kategori baik. Berdasarkan persentase dari 27 siswa terdapat 15 siswa atau 55,5% mendapat nilai dalam kategori baik sekali, terdapat 11 siswa atau 40,7%  mendapat nilai dalam kategori baik, terdapat 1 siswa atau 3,7% mendapat nilai dalam kategori kurang, dan tidak ada siswa yang mendapat nilai dalam kategori cukup dan gagal. Nilai tertinggi yang didapat siswa yaitu 90 dan nilai terendah yaitu 50. Dengan demikan, dapat disimpulkan bahwa media pembelajaran berbasis aplikasi ProProfs Brain Games cukup efektif dan mampu menghasilkan nilai yang tergolong baik dalam pembelajaran menulis persuasif.
Tinjauan Literatur Pangan lokal di Indonesia Sadeli, Agriani Hermita; Qanti, Sara Ratna; Syamsiyah, Nur
Mimbar Agribisnis : Jurnal Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis Vol 10, No 2 (2024): Juli 2024
Publisher : Universitas Galuh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25157/ma.v10i2.13971

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Local food plays a role in enhancing economic, social, and environmental sustainability. However, maximizing the utilization of local food faces various challenges. This study aims to identify publication trends and synthesize knowledge in the context of local food in Indonesia.     This study employed the PRISMA diagram for a systematic literature review and Vosviewer for bibliometric analysis. The data used in this research consisted of articles on local food in Indonesia from the Scopus database. Publications on local food in Indonesia have increased from 1994 to the present. The journal with the most scientific articles is the Journal of Biodiversity. Based on bibliometric analysis, words related to local food in Indonesia can be clustered into 5 clusters. Future research in the context of local food in Indonesia can be linked to small and medium enterprises, farmers, nutritional status, health, and traditional food.
Pengaruh Electronic Word of Mouth terhadap Keputusan Pembelian Konsumen Komunikoffie Fasyah, Sandhy Rizqy; Qanti, Sara Ratna; Syamsiyah, Nur; Heryanto, Mahra Arari
Mimbar Agribisnis : Jurnal Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis Vol 10, No 2 (2024): Juli 2024
Publisher : Universitas Galuh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25157/ma.v10i2.14592

Abstract

Komunikoffie is a pioneer industrial garden coffeeshop in Cirebon City that focuses on selling various types of Arabica coffee beans from local agricultural products. However, in the last 3 months (October-December 2023) period, Komunikoffie experienced a 5.3% decline in revenue and a stagnation in the number of customer per month. Electronic Word of Mouth or e-WOM is a consumer statement about a company or product through the Internet, possibly being a major factor in the revenue decline and customer stagnation during that period. This study aims to determine the characteristics and influence of e-WOM on Komunikoffie consumer purchasing decisions. The research employs a survey, quantitative research, and verification design with a sample size of 118 people taken using systematic random sampling. Data analysis techniques include descriptive analysis and multiple linear regression analysis. Based on the research findings, Komunikoffie consumers are predominantly males in the late adolescent age group, 17 to 25 years old, with higher education, students/college students with an average income ranging from Rp.1,000,000.00 to Rp.4,999,999.00, unmarried, and following Komunikoffie's Instagram. Simultaneously, the intensity, positive valence, negative valence, and content variables have a significant influence on consumer purchasing decisions. Partially, the intensity, positive valence, and content variables have a positive and significant impact on Komunikoffie consumer purchasing decisions, while the negative valence variable partially has a negative but not significant effect on Komunikoffie consumer purchasing decisions.
Karakteristik Konsumen Bahan Pangan Beras Pasar Tradisional Ujung Berung Nurfadhila, Tsalsa; Syamsiyah, Nur
Mimbar Agribisnis : Jurnal Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis Vol 10, No 2 (2024): Juli 2024
Publisher : Universitas Galuh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25157/ma.v10i2.14612

Abstract

Traditional markets are experiencing a threat to their existence in the eyes of consumers due to changes in lifestyle and the large role of access to information in changing people's behavior. Changes in prices, consumer habits and quality standards are the causes of changes in people's habits from shopping at traditional markets to other places. Ujung Berung District has 1 market that needs attention in terms of infrastructure, namely Ujung Berung Market. The problem of inadequate infrastructure and environmental conditions puts Ujung Berung Market in a worrying position in terms of competition. This research was conducted by the author to understand the characteristics of respondents and examine the characteristics of consumers of rice food so that Ujung Berung Market and its traders can know how to develop the right strategy to survive. The method used in this research is a quantitative method with descriptive analysis. The result is that Ujung Berung Market consumers are dominated by women, with an age distribution of 17 – 25 years, with the majority of income <Rp. 1,500,000 and >Rp. 3,500,001, the majority live 1 - 5 kilometers from the Traditional Market, and the majority have a history of Modern Market. <5 kilometers near his house.
Efektivitas Program Sosial Bank Indonesia Jawa Barat dalam Meningkatkan Kesejahteraan Anggota Kelompok Tani Agronative Valeri, Eirene; Setiawan, Iwan; Wulandari, Eliana; Syamsiyah, Nur
Mimbar Agribisnis : Jurnal Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis Vol 10, No 2 (2024): Juli 2024
Publisher : Universitas Galuh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25157/ma.v10i2.14334

Abstract

The Bank Indonesia Social Program is here to carry out community development, one of its targets is Agronative. The aim of the research is to describe the characteristics of farmers in implementing PSBI, determine the impact of development on the welfare of farming communities, and determine the effectiveness of implementing PSBI in Agronative. The research method uses quantitative methods with an explanatory survey. 28 samples were taken using a saturated sample census. The author uses descriptive analysis and simple regression as data analysis techniques. The results of the research show that most of the farmers are aged 36-45 years, have 3 family members, with primary school education, have 10 years of farming experience where the source of information comes from relatives, manage 2,250 m² of land with land tenant status with a middle income . The R2value obtained is 0.185, meaning that the influence of PSBI on farmer welfare can be explained by the community development variable of 18.5%. Even though there is still a shortage of human resources, this program has been effective in improving the welfare of its members.
Co-Authors Afifa, Linda Nur Agriani Hermita Sadeli Ahmad Febriansyah Ahmad Thoriq Aisyah, Nisa Alifia, Salma Andri Hardiyana, Andri Anne Charina Anugrah, Risen Anugrah, Risen apridasari, esty Astuti, Eka Yuni Aulia, Nabila Budi Utomo DARSONO Dewi Astuti Dwi Putri, Sri Wahyuni Eka Purna Yudha Eka Yuni Astuty Eliana Wulandari Elly Rasmikayati Endah Djuwendah Endang Ayu Susilawati Eti Suminartika Eva Novianti Faiz, Akhmad Fasyah, Sandhy Rizqy Faujiah, Sifa Femei Purnamasari Ganjar Kurnia Gita Prawesti Grace, Fanesa Hafidz, Rheina Hepi Hapsari Herianto Husen Asbanu Ikit Indriani, Agustina Isniah, Sarah Iwan Setiawan Juan Pratama Karnaji Karnaji Kurniadi, Danang Kusuma Hati, Kusuma Kuswarini Kusno Larasati, Farah Leksono, Robertus Pujo Mahra Arari Heryanto Mardjaningrat, Radina Mawardi, Rafi Aufa Maystaladika, Maystaladika Ma’rifatulloh, Sayid Mira Febriana Sesunan Muhammad Arief Budiman Muharam, Fauzan Emeraldi Rena Muji Bagus Triyana Nur Hasanah Nur Ismawati, Nur Nurfadhila, Tsalsa Pandi Pardian Panjaitan, Muhammad Martian Ardiansyah Petrus Dwi Ananto Pamungkas Prasetyo, Arya Adhari Prasetyo, Ratna Azis Rahmadani*, Regita Oktiana Rahmayanti, Anisah Renfiana, Lilis Rizky Mulya Sampurno Rohmi, Misfi Laili Roihanah, Athiyyah Nur Sara Ratna Qanti Sarachehan, Firda Savira, Pingkan Sekar Setiawan, Ifan Simangunsong, Rezkia Theresia Situmorang, Christina Verawaty Supriyatna, Ade Syifa, Hanna Maulida Tangim, Ernah Tiolina Evi Tri Sulistiani Tuti Karyani Valeri, Eirene Wiradisuria, Ranendra Kreshnatama Yahya Yahya, Yahya - Yudhistira Ardana Yudhistira Ardana, Yudhistira Yuyun Yunarti Zumi Saidah