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All Journal KARMAPATI (Kumpulan Artikel Mahasiswa Pendidikan Teknik Informatika) ISSN: 2252-9063 Jurnal Informatika Dan Tekonologi Komputer (JITEK) Jurnal Informatika Dan Tekonologi Komputer
Aprilia Monica Sari
Universitas Pendidikan Ganesha
Computer Science & IT Control & Systems Engineering Education Other

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PENGUKURAN EFEKTIVITAS SERANGAN SQL INJECTION PADA WEBSITE DENGAN MENGGUNAKAN TOOLS JSQL, HAVIJ, DAN THE MOLE Aprilia Monica Sari; Trihana Santhi; Dewa Ketut Alit Maha Putra; Muhamad Bintang Haekal; I Made Edy Listartha; Gede Arna Jude Saskara
Jurnal Informatika Dan Tekonologi Komputer (JITEK) Vol. 3 No. 1 (2023): Maret : Jurnal Informatika dan Tekonologi Komputer
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jitek.v3i1.905

Abstract

Along with current technological developments, security for data information residing on websites is very vulnerable to crimes in the internet world such as attacks on security holes in the database layer or often known as SQL Injection. SQL Injection attack is a method to insert SQL commands as input through an application, namely Kali Linux, in order to gain access to the database. This attack can find out usernames, passwords, and other data that is in the database. So that the SQL Injection attack is one of the most popular attacks and is often used to take advantage of security holes in the system because of how easy it is to use it. This study aims to test the level of effectiveness of SQL Injection attacks using the tools in it against a website. Testing the effectiveness is done by doing a comparison between the three tools that are in SQL Injection. The results of the research on the effectiveness of the tools in SQL Injection are the accuracy of database search times and the accuracy of information from the database.
Perancangan Aplikasi Analisis Sentimen Mengenai Program Petani Milenial Berbasis IndoBERT Aprilia Monica Sari; I Made Gede Sunarya; I Md. Dendi Maysanjaya
KARMAPATI (Kumpulan Artikel Mahasiswa Pendidikan Teknik Informatika) Vol. 15 No. 1 (2026): Karmapati Vol 15 No 1 Tahun 2026
Publisher : Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/karmapati.v15i1.108665

Abstract

Sektor pertanian di Indonesia menghadapi tantangan regenerasi petani akibat minimnya keterlibatan generasi muda, karena hanya 8% berasal dari kelompok usia muda. Menanggapi tantangan tersebut, Kementerian Pertanian Indonesia meluncurkan program Petani Milenial yang menargetkan generasi muda berusia 19 sampai 39 tahun untuk diberdayakan menjadi petani. Program ini memunculkan beragam tanggapan publik di media sosial. Data penelitian ini bersumber dari platform TikTok dengan jumlah data awal 15.422 komentar dan setelah diseleksi menjadi 4.781 komentar dan dikategorikan menjadi dua kelas sentimen yaitu positif dan negatif. Proses analisis mencakup lima tahap yaitu pengumpulan data, pelabelan sentimen, preprocessing data (cleaning, case folding, dan normalize), pemodelan menggunakan IndoBERT dengan Random Over Sampling (ROS) dan k-fold cross-validation, serta evaluasi menggunakan confusion matrix. Hasil penelitian menunjukkan bahwa model IndoBERT dengan ROS mencapai performa yang baik dengan nilai accuracy sebesar 91%, precision 91%, recall 91%, dan F1-Score 91%. Implementasi aplikasi analisis sentiemen didasarkan pada hasil evaluasi dan berbasis Streamlit untuk membangun interface yang dapat membantu pengguna melakukan analisis sentimen secara real-time Aplikasi analisis sentimen ini menyediakan solusi praktis bagi pemangku kepentingan untuk memahami persepsi publik dan dapat menjadi dasar dalam membuat dan memutuskan kebijakan program pertanian yang lebih baik untuk kedepannya.
PENGUKURAN EFEKTIVITAS SERANGAN SQL INJECTION PADA WEBSITE DENGAN MENGGUNAKAN TOOLS JSQL, HAVIJ, DAN THE MOLE Aprilia Monica Sari; Trihana Santhi; Dewa Ketut Alit Maha Putra; Muhamad Bintang Haekal; I Made Edy Listartha; Gede Arna Jude Saskara
Jurnal Informatika Dan Tekonologi Komputer (JITEK) Vol. 3 No. 1 (2023): Maret : Jurnal Informatika dan Tekonologi Komputer
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jitek.v3i1.905

Abstract

Along with current technological developments, security for data information residing on websites is very vulnerable to crimes in the internet world such as attacks on security holes in the database layer or often known as SQL Injection. SQL Injection attack is a method to insert SQL commands as input through an application, namely Kali Linux, in order to gain access to the database. This attack can find out usernames, passwords, and other data that is in the database. So that the SQL Injection attack is one of the most popular attacks and is often used to take advantage of security holes in the system because of how easy it is to use it. This study aims to test the level of effectiveness of SQL Injection attacks using the tools in it against a website. Testing the effectiveness is done by doing a comparison between the three tools that are in SQL Injection. The results of the research on the effectiveness of the tools in SQL Injection are the accuracy of database search times and the accuracy of information from the database.
Co-Authors Dewa Ketut Alit Maha Putra Gede Arna Jude Saskara Gede Surya Mahendra I Gede Ciptha Aphila Diptha I Made Edy Listartha I Made Gede Sunarya I Md. Dendi Maysanjaya Kadek Pebriawan Muhamad Bintang Haekal Trihana Santhi