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Nana Mulyana
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Model Jaringan Neural Untuk Deteksi Anomali Pada Sistem Keamanan (SIBER): Rancangan, Implementasi, dan Analisis Nursiaga, Rahmat; Mulyana, Nana; Sanjaya, Handika
Jurnal Rekayasa Komputer Vol 1 No 1 (2025): JUNI 2025
Publisher : Universitas Teknologi Muhammadiyah Jakarta (UTM Jakarta)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37932/jarekom.v1i1.905

Abstract

The increase in complex and dynamic cyber attacks drives the need for artificial intelligence-based anomaly detection systems. This article develops a neural network model to detect anomalies in cyber security systems utilizing a Research and Development approach. The model is developed using deep learning approaches (Autoencoder and LSTM) and evaluated against real-world network traffic data. The results demonstrate high effectiveness in detecting intrusions in real-time. This model introduces a technology-based innovation with a positive impact on the national digital security landscape.  
Penggunaan Container Networking dalam Pengelolaan Infrastruktur Cloud-Native Mulyana, Nana; Miswanto; Kalsum, Putri Annisa
Jurnal Rekayasa Komputer Vol 1 No 1 (2025): JUNI 2025
Publisher : Universitas Teknologi Muhammadiyah Jakarta (UTM Jakarta)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37932/jarekom.v1i1.908

Abstract

Digital transformation drives organizations to adopt cloud-native technologies to improve efficiency and operational flexibility. Container networking becomes a key element in cloud-native infrastructure management because it enables optimal inter-container communication. This article aims to analyze the role, advantages, barriers, and implementation strategies of container networking within the cloud-native ecosystem. The research method used is descriptive qualitative with a case study approach. The research results show that container networking implementation increases the scalability, reliability, and security of cloud-native infrastructure, despite challenges in network management and data security. This article also proposes an adaptive and innovative container networking management model to enhance operational efficiency in cloud-native environments.
Co-Authors Abdul Aziz Adang Bachtiar Alamsyah - Ali, Toni Saidun Andhiny, Maya Shella Ani Agus Puspawati Anisa Utami Anita Rahmiwati Apandi, Apandi Aprilia, Hani Damayanti Asih Setiarini Astri, Hetty Aticeh, Aticeh Basamekha, Shuhd Khaled Hood Besral . Bintang, Dianya Cesilia M Dwiriani Dadang Purnama Dedy Hermawan Department, administratio Dewie Brima Atika Diah Mulyawati Utari Djokosujono, Kusharisupeni Dodi Faedlulloh, Dodi Duta Lihanda , Arya Eko Budi Sulistio Elfiansyah, M Nur Fadoli, M. Irsyad Firmansyah , Hadi Fratidhina, Yudhia Husnul Khatimah Ichwan, Erika Yulita Imam Santoso Juniarni, Nisrina Alifah Kalsum, Putri Annisa Karmilasari, Vina Khairani, Adzka Megga Ratnasari Pikoli Meiliyana Meiliyana Meiliyana Meinurisa, Dita MIP Hajad Andhrias Eka Putra Miswanto Miswanto, Miswanto Munawarah, Raudhatul Ni Made Riasmini Ningtias, Akgis Cahya Novariza, Fadlan Novia Nuraini Nurmaya Arofah NurSiaga, Rahmat Panca Rahmadhani, Tia Prihantika, Ita Putri Annisa Kalsum Rahayu Sulistiowati Rahmadhani, Tia Panca Ratna Djuwita Resnayati, Yeti Reza, Izzul Fatchu Rika Sabri Riyanti, Eska Riyanto Riyanto Ruseno, Ndaru Saidun Ali, Toni Sanjaya, Handika Sari, Gita Nirmala Sari, Siska Permata Selvi Diana Meilinda, Selvi Diana Setyawati, Adi Puji Setyawati, Adi Puji Sigit Kurniawan Simon Sumanjaya Hutagalung Simon Sumanjoyo Simon Sumanjoyo Hutagalung Sri Mulyati Sri Sukamti, Sri Srikandi Srikandi Suhendi Suhendi Suminar, Dian Laras Susana Indriyati Caturiani Toni Saidun Ali Tri Krianto Tri Retno Dyah Larasati, Tri Retno Dyah Yamada, Eri