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Journal : Journal of Artificial Intelligence and Engineering Applications (JAIEA)

Implementation of Bridge Filtering to Prevent DHCP Starvation Attack (Case Study: SD Inpres Papindung) Yosua Nggaba Patimay; Fajar Hariadi; Raynesta Mikaela Indri Malo
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 2 (2025): February 2025
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i2.761

Abstract

The impact of internet cut off or disrupted at SD Inpres Papindung, the teachers will have difficulty finding teaching materials and may have to return to traditional methods that are less effective. Updating Dapodik data will also be disrupted, which could affect school administration and evaluation. The unavailability of an internet connection does occur due to technical reasons or due to intentional elements, one of which is the use of Yersinia software. Yersinia is a piece of software that is commonly used to attack available networks by sending fake MAC addresses continuously so that the IP address on the DHCP server runs out, so that the client does not get an IP address which causes the client unable to access the internet. This attack are called DHCP Starvation Attack. This can be prevented using Bridge Filtering method. Bridge Filtering can filter only recognized MAC addresses to transmit data or can request an IP address from the DHCP server, while MAC addresses that are not recognized or foreign devices will not be allowed to request from that port or will not receive an IP address from the DHCP server. The aim of implementing Bridge Filtering is to measure the creativity of the Bridge Filtering method in preventing DHCP Starvation Attack attacks so that clients who want to connect to the network can access the internet and improve network quality at SD Inpres Papindung.The results show that the Bridge Filtering method effective in preventing DHCP Starvation Attacks and improves network quality at SD Inpres Papindung which is shown by an increase of throughput, before implementation it was 794.66 Kbps and after implementation it was 1283.70 Kbps, there was a decrease of delay from 6.89 ms before implementation to 4.06 ms after implementation. There was also a decrease in jitter before implementation 10.56 ms and after implementation 6.05 ms, but caused an increase in packet loss which was 0.30% before implementation and after implementation increased to 0.79%. Of the four variables, all of them remain at the same level except for the throughput variable, where there is a change from the fair category to the good category, so that it has an impact on the quality of the internet network at SD Inpres Papindung after implementing Bridge Filtering which is stated to be better than before implementing Bridge Filtering on the internet network at SD Inpres Papindung.
Web-Based Geographic Information System for Toddlers Nutritional Status in Rindi District Meychristian V. Ama Lay; Fajar Hariadi; Hawu Yogia Pradana Uly
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 2 (2025): February 2025
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i2.767

Abstract

Sistem Informasi Geografis (SIG) merupakan teknologi yang memudahkan visualisasi dan analisis data spasial, berguna dalam berbagai bidang termasuk kesehatan. Salah satu penerapannya adalah pemantauan status gizi balita, dimana masalah gizi dapat berdampak serius terhadap pertumbuhan balita. Di Kecamatan Rindi, Sumba Timur terdapat 200 kasus balita dengan masalah gizi, namun pemantauan gizi masih dilakukan dengan menggunakan peta manual yang tidak dimutakhirkan secara berkala. Hal ini menghambat efektivitas program intervensi gizi karena proses pemantauan data dilakukan secara manual dan kurang optimal. Penelitian ini bertujuan untuk mengembangkan SIG berbasis web untuk memetakan status gizi balita di Kecamatan Rindi. Sistem dirancang dengan menggunakan metode waterfall, yang meliputi tahapan analisis kebutuhan, perancangan sistem, implementasi, pengujian, dan pemeliharaan. Metode ini dipilih untuk memastikan bahwa pengembangan sistem dilakukan secara terstruktur dan menyeluruh. SIG yang dihasilkan diharapkan mampu memberikan informasi yang akurat dan real time, sehingga memudahkan dalam mengidentifikasi desa-desa yang memiliki masalah gizi. Hasil pengujian Black Box menunjukkan bahwa seluruh menu pada sistem berfungsi dengan baik dan dari hasil pengujian SUS diperoleh nilai akhir sebesar 78,25 yang menunjukkan bahwa penilaian Status Gizi Balita SIG di Kecamatan Rindi adalah Cukup dengan kategori penilaian Baik.