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All Journal Mobile and Forensics Jurnal Pengabdian Masyarakat Bumi Raflesia Jurnal E-Komtek Jurnal Pengabdian Kepada Masyarakat Kalam Jurnal Pengabdian Teknik dan Sains (JPTS)
Mukhlis Prasetyo Aji
Universitas Muhammadiyah Purwokerto
Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Library & Information Science Neuroscience Social Sciences Other

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Perencanaan Bisnis Berbasis Potensi Desa: BUMDes Ngudi Luhur, Desa Sambirata, Kecamatan Cilongok, Kabupaten Banyumas Ira Hapsari; Erna Handayani; Nur Isna Inayati; Mukti Agung Wibowo; Mukhlis Prasetyo Aji; Wanda Nugroho Yanuarto; M. Zaeni Lathif
Jurnal Pengabdian Kepada Masyarakat Kalam Vol. 2 No. 2 (2023): Mengedukasi Masyarakat Untuk Siap Menghadapi Tatanan Ekonomi Baru
Publisher : Prisani Cendekia

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Abstract

Abundant village potential that has not been developed into business potential that can contribute to village development and the welfare of village communities. The abundant village potential in Sambirata Village, Cilongok District, Banyumas Regency, Central Java, includes abundant natural resources and human resource potential. For development to become a profitable business, it needs to be mapped out in depth in a business proposal. Therefore, one of the important roles of tertiary institutions is to provide continuous assistance and collaboration to realize independent village development. One way is by assisting in the preparation of business proposals and mapping business potential in the village.
Sosialisasi dan Pelatihan Penyusunan Dokumen Mutu Lembaga Sertifikasi Profesi P1 Bagi Calon Pengelola LSP P1 SMK Muhammadiyah Somagede,Banyumas Mukhlis Prasetyo Aji; Ermadi Satria Wijaya
Jurnal Pengabdian Teknik dan Sains (JPTS) Vol 1, No 1 (2021): Januari 2021
Publisher : Lembaga Publikasi Ilmiah dan Penerbitan (LPIP)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30595/.v1i1.9391

Abstract

Tidak bisa di pungkiri bahwa kualitas pekerja cukup rendah dimana tenaga kerja kita masih kalah bersaing dengan tenaga kerja yang berasal dari Malaysia, Singapura dan Thailand Apalagi untuk lulusan SMK,dibutuhkan sebuah pengakuan pentingnya keahlian bagi lulusan yaitu melalaui Sertifikasi Kompetensi. Karena sertifikasi kompetensi merupakan sebuah pengakuan terhadap tenaga kerja yang mempunyai keterampilan dan keemampuan yang mumpuni sesuai dengan standar kerja yang sudah ditetapkan. Sasaran sertifikasi kompetensi salah satunya dilakukan pada lulusan SMK karena lulusan SMK memang di persiapkan untuk langsung kerja. Untuk itulah Lembaga Sertifikasi Profesi (LSP) sangat diperlukan dilingkungan SMK dan siswa nantinya dapat di uji komptensinya.Dengan paparan di atas penting untuk di pahami terkait apa saja persiapan pendirian LSP yang salah satunya dokumen mutu.rak ditulis dalam bahasa Indonesia yang terdiri dari minimal 150 kata dan maksimal 250 kata. Abstrak dan isi naskah ditulis dengan jenis huruf Calibri Light ukuran 11 dan spasi 1. Abstrak harus jelas, deskriptif dan memberikan gambaran singkat pengabdian yaitu memuat tujuan pengabdian, metode pelaksanaan pengabdian, hasil dan kesimpulan.
Performance Analysis of Random Forest Algorithm with Smote for Multi-Class Attack Detection Ratna Komalasari; Mukhlis Prasetyo Aji; Agung Purwo Wicaksono; Maulida Ayu Fitriani
Mobile and Forensics Vol. 8 No. 1 (2026)
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/mf.v8i1.14584

Abstract

The increasing sophistication of cyberattacks necessitates the development of detection systems capable of accurately identifying various threat types. Data imbalance within attack logs presents a substantial challenge that can undermine the effectiveness of detection models. This study introduces a multi-class cyberattack detection model employing the Random Forest algorithm, optimized through the Synthetic Minority Over-sampling Technique (SMOTE) to address data imbalance. The innovative aspect of this research lies in integrating Random Forests and SMOTE to improve multi-class classification accuracy on local attack log datasets. This approach remains sparsely explored in academic research. The dataset consists of 3000 cyberattack logs from the Information Systems Bureau of Muhammadiyah University Purwokerto, spanning 10 cyberattack categories. The research process involved data collection, pre- processing, division, model training, and evaluation. Results indicate that the model achieved an average F1-macro score of 76% and a weighted average of 93%, with the " Threat Level Medium " feature identified as the most influential predictor. These findings suggest that the combination of Random Forest and SMOTE effectively enhances multi-class detection performance and presents promising prospects for log-based cybersecurity systems in educational and industrial environments.
Implementation of Midtrans Payment Gateway on the Zumii Store Game Top-Up Platform Using the Laravel Framework Meilana Refa Permana Permana; Ridho Muktiadi; Agung Purwo Wicaksono; Mukhlis Prasetyo Aji
Jurnal E-Komtek Vol 9 No 2 (2025)
Publisher : Politeknik Piksi Ganesha Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37339/e-komtek.v9i2.2622

Abstract

This study discusses the development of a responsive website for the Zumii Store Game Top-Up Platform using the prototyping method. The Research was motivated by the need to improve the efficiency of top-up transaction, which were previously handled manually and were prone to eror. The system was developed iteratively using the prototyping approach involving direct user feedback at every stage. The result show that the implemented system can facilitate faster, more accurate, and easily accessible digital ordering, order tracking, and payment processes via both desktop and smartphone devices. Integration with the Midtrans payment gateway also accelerates payment verification and automates product delivery. The adoption of responsive web design and prototyping method has been proven to improve quality and minimize transaction error on the Zumii Store game Top-Up platform.
Digital Forensics Implementation on CCTV Using ISO/IEC 27037 and ISO/IEC 27042 Zakaria Dwi Arman Maulana; Mukhlis Prasetyo Aji; Agung Purwo Wicaksono; Harjono
Jurnal E-Komtek Vol 9 No 2 (2025)
Publisher : Politeknik Piksi Ganesha Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37339/e-komtek.v9i2.2920

Abstract

Digital evidence in the form of CCTV footage is crucial data in legal investigations, but its integrity and authenticity are often questioned due to the lack of standardization of digital forensic procedures. This study aims to design and test the effectiveness of the implementation of a digital forensic framework based on the international standards ISO/IEC 27037:2012 (guidelines for acquisition and preservation) and ISO/IEC 27042 (guidelines for analysis and interpretation). The research method involves the application of the four-stage procedural ISO/IEC 27037 (Identification, Collection, Acquisition, and Preservation) on a CCTV V380 MicroSD card, followed by analysis using ISO/IEC 27042 principles and Autopsy software. The results show that this framework is fully effective. The integrity of the digital evidence is guaranteed, evidenced by the consistency of hash values ​​(MD5 and SHA1) that are verified Matched throughout the acquisition process until the preparation for analysis. Furthermore, the analysis procedure successfully retrieves information from videos that have been deleted from Unallocated Space, complete with important forensic metadata. This study concludes that the ISO/IEC framework has proven effective in ensuring the authenticity of evidence, and is therefore recommended as a scientifically and legally valid standard operating procedure model for forensic practitioners.
PEMBERDAYAAN EKONOMI BERBASIS DIGITAL DI KAMPUNG SRI RAHAYU BINAAN LEMBAGA PUSAT STUDI DAKWAH KOMUNITAS (PSDK) UNIVERSITAS MUHAMMADIYAH PURWOKERTO Feri Wibowo; Agung Purwo Wicaksono; Ridho Muktiadi; Abid Yanuar Badharudin; Mukhlis Prasetyo Aji; Muhammad Hamka; Maulida Ayu Fitriani; Teguh Marhendi; Ermadi Satriya Wijaya; Harjono Harjono; Achmad Fauzan
Jurnal Pengabdian Masyarakat Bumi Rafflesia Vol. 5 No. 2 (2022): Jurnal Pengabdian Kepada Masyarakat Bumi Raflesia
Publisher : Universitas Muhammadiyah Bengkulu

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Abstract

Wilayah Kampung Sri Rahayu memiliki stigma negatif yang melekat pada mereka karena wilayah ini identik dengan warganya yang berprofesi sebagai pengemis, pengamen, dan para gelandangan. Mulai tahun 2019 bulan November diinisiasi untuk dilakukan proses pembinanan di bawah Pusat Studi Dakwah Komunitas (PSDK) Universitas Muhammadiyah Purwokerto. Ada beberapa kegiatan yang sudah berjalan untuk memberikan pembinaan ter hadap warga binaan, seperti pengajian rutin dengan tema akidah, akhlaq, dan muammalah. Kegiatan produktif seperti menjahit, belajar menernak ikan lele juga sudah dilakukan secara rutin. Selain itu juga diadakan kegiatan – kegiatan yang menyasar ke anak-anak kecil dan remaja seperti kegiatan belajar mengaji Al-Qur’an atau TPQ. Tujuan dari program pengembangan desa mitra ini adalah memberikan pelatihan-pelatihan komputer secara intensif dengan materi yang disusun secara bertahap den gan materi utama adalah pelatihan pengenalan komputer dan aplikasi dasar komputer, pelatihan desain grafis, dan pelatihan internet marketing. Selain itu juga akan dibangun sebuah sistem website sebagai profil dari Kampung Sri Rahayu-PSDK UMP, sekaligus sebagai wadah untuk mengenalkan dan memasarkan produk-produk yang meraka hasilkan. Metode pelaksanaan pada program ini mengguanakan 5 tahapan kegiatan yaitu tahap analisis kebutuhan mitra, penerapan rangkaian pelatihan, pembuatan media promosi dan profil, seminar motivasi digital marketing, dan terakhir evaluasi. Pelaksanaan kegiatan ini dapat berjalan dengan baik dan telah menghasilkan beberapa media digital yang digunakan sebagai media promosi produk PSDK UMP Kampung Sri Rahayu seperti akun di media Instagram, Youtube, dan Shopee. Selain itu juga telah terbangun dua buah website yaitu website profil PSDK UMP Kampung Sri Rahayu, dan website etalase yang digunakan untuk memajang semua produk yang dihasilkan oleh warga binaan PSDK UMP. Kata Kunci: Pemberdayaan, Ekonomi Digital, Komunitas
Co-Authors Abid Yanuar Badharudin Achmad Fauzan Agung Purwo Wicaksono Ermadi Satria Wijaya Ermadi Satriya Wijaya Erna Handayani Feri Wibowo Harjono Inayati, Nur Isna Ira Hapsari M. Zaeni Lathif Maulida Ayu Fitriani Meilana Refa Permana Permana Mr. Harjono, Mr. Muhammad Hamka Mukti Agung Wibowo Ratna Komalasari Ridho Muktiadi Teguh Marhendi Wanda Nugroho Yanuarto Zakaria Dwi Arman Maulana