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Adaptive Cyber Defense using Advanced Deep Reinforcement Learning Algorithms: A Real-Time Comparative Analysis
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Cybersecurity is continuously challenged by increasingly sophisticated and dynamic cyber-attacks, necessitating advanced adaptive defense mechanisms. Deep Reinforcement Learning (DRL) has emerged as a promising approach, offering significant advantages over traditional intrusion detection methods through real-time adaptability and self-learning capabilities. This paper presents an advanced adaptive cybersecurity framework utilizing five prominent DRL algorithms: Deep Q-Network (DQN), Proximal Po...
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4 Sitasi
PENGOLAHAN BOLU KUKUS BUAH MANGROVE DI DESA KETAPANG, TANGERANG, BANTEN
Jurnal Pengabdian Masyarakat Unwahas
Vol 9
, No 2
(2025)
Masyarakat Desa Ketapang, Kabupaten Tangeran, Provinsi Banten memiliki mangrove yang dimanfaatkan sebagai pencegah abrasi dan ekowisata mangrove. Sebagian besar masyarakat pesisir menggantungkan perekonomiannya sebagai nelayan, tambak, budidaya. Tujuan pengabdian ini adalah meningkatkan keterampilan dan meningkatkan pendapatan masyarakat pesisir melalui pengembangan produk olahan bolu kukus buah mangrove yang dilakukan pada bulan Januari – April 2024. Metode pelaksanaan dalam pengabdian ini ad...
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UPAYA PENINGKATAN PRODUKTIFITAS UKM TAUGE DENGAN TEKNOLOGI LOW RPM BLOWING WATER MACHINE DI KALURAHAN MANDAN SUKOHARJO
Jurnal Pengabdian Masyarakat Unwahas
Vol 9
, No 2
(2025)
Taoge atau tokolan yang sering kita konsumsi sebenarnya adalah kecambah dari kacang hijau. Kebutuhan akan tauge sangat tinggi, tetapi permasalahannya adalah bagaimana menghasilkan kecambah tauge yang berkualitas dan tahan lama. Proses masih manual dan sederhana maka dibutuhkan sebuah teknologi untuk proses produksi sehingga hasilnya bisa maksimal. Tujuan dari program PMP adalah membantu permasalahan UKM Taoge Sunarmi dengan sentuhan teknologi dari tim PMP STT Warga Surakarta. Tek...
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PENINGKATAN KOMPETENSI 3D HARDSURFACE MODELING UNTUK SISWA SMK BHAKTI NUSANTARA
Jurnal Pengabdian Masyarakat Unwahas
Vol 9
, No 2
(2025)
SMK Bhakti Nusantara adalah sekolah kejurusan yang saat ini banyak berkembang adalahJurusan Multimedia. Namun tahun ini, jurusan multimedia adalah siswa terakhir karenajurusan tersebut oleh Kemendikbud harus bertransformasi ke Jurusan Animasi atau DesainKomunikasi Visual. Tingginya peluang kompetensi pemodelan 3D menjadikan keterampilanModelling 3D ini penting dimiliki di jurusan multimedia. Namun jurusan multimedia SMKBhakti Nusantara memiliki berbagai kendala yang dihadapi. Kurangnya sumber da...
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Smart Home and Smart Farming Prototype Making Training Based on Internet of Things (IOT) at SMA Negeri 3 Pontianak
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
This Community Service Program (PkM) was carried out at SMA Negeri 3 Pontianak with the aim of providing training to students related to the implementation of Internet of Things (IoT) technology in smart home and smart farming systems. This activity was chosen because most of the Indonesian population does not have an understanding and knowledge of the IoT concept, especially the younger generation of school age. The implementation method includes socialization, training and direct simulation of...
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Utilization of Android-Based Applications for Young Women In Dealing with Dysmenorrhea
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
Menstruation is a natural process that all adolescent girls experience. However, many young women feel uncomfortable or experience dysmenorrhea during this time. The main issues surrounding this topic are the lack of information about dysmenorrhea, the underutilization of android applications, and the lack of training on how to use these applications for health purposes, specifically for dysmenorrhea. To address these problems, the proposed solutions include increasing awareness and understandin...
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A Comparative Analysis of an Enhanced Hybrid Model for Predicting Dollar Against Naira Exchange Rate Using Deep Learning and Statistical Methods
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
In today’s global economy, accurately predicting foreign exchange rates or estimating their trends correctly is crucial for informed investment decisions. Despite the success of standalone models like ARIMA and deep learning models like LSTM, challenges persist in capturing both linear and nonlinear dynamics in highly volatile exchange rate environments. Motivated by the limitations of these individual models and the need for more robust forecasting tools, this study proposes a hybrid ARIMA-LSTM...
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2 Sitasi
Training and Implementation of Smart Career Application for Students for Career Planning in Vocational High Schools
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
Vocational high school education is an important path to foster skilled professionals with skills in accordance with their fields and is increasingly attracting attention in the world of work. Vocational education emphasizes the development of practical skills and vocational competencies of students. This equips them with the ability to adapt quickly to market demands and contribute to social and economic development, one of which is at SMK Harapan Mulya Kendal. Along with the advancement of glo...
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PERLINDUNGAN HUKUM TERHADAP ANAK SEBAGAI PELAKU TINDAK PIDANA PENYALAHGUNAAN NARKOTIKA DALAM SISTEM PERADILAN PIDANA ANAK (STUDI PUTUSAN NOMOR 2/PID.SUS-ANAK/2024/PN BPP)
DINAMIKA HUKUM
Vol 26
, No 1
(2025)
This research discusses the legal protection for children involved in drug abuse as transaction intermediaries. The main focus of this research is the application of rehabilitation in the juvenile criminal justice system, emphasizing the importance of recovery rather than punishment. This research utilizes the normative literature method and approaches legislation, cases, and conceptual. The decision was analyzed to determine the form of legal protection that can be given to children with drug a...
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Implementation and Training of Congregation Data Management Application at GPID Eben Haezer Palu
Bangkalang, Dwi Hosanna
; Evangs
; Setiyawati, Nina
; Hartomo, Kristoko Dwi
; Pakereng, Magdalena Ariance Ineke
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
Congregation data collection at GPID Eben Haezer is still done manually. This causes a lot of congregation data to be unsynchronized between the written data and the actual data. In addition, it also results in inefficient administrative services to the congregation. The vision of church digitalization also raises its own problems for the church, namely the unpreparedness of the church's human resources (HR) in digital capabilities. This Community Service (PkM) activity is to help and facilitate...
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