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All Journal Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) PROSIDING : Seminar Nasional Fisika dan Pendidikan Fisika Tadris: Jurnal keguruan dan Ilmu Tarbiyah Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management) JURNAL ILMIAH PENDIDIKAN FISIKA AL BIRUNI Jurnal Penelitian Pendidikan Psikohumaniora: Jurnal Penelitian Psikologi Jurnal Psikologi Perseptual International Journal of Artificial Intelligence Research JTT (Jurnal Teknologi Terpadu) ARISTO Conference SENATIK STT Adisutjipto Yogyakarta Pendas : Jurnah Ilmiah Pendidikan Dasar QARDHUL HASAN: MEDIA PENGABDIAN KEPADA MASYARAKAT Psikoislamedia : Jurnal Psikologi Insight: Jurnal Ilmiah Psikologi Kasuari: Physics Education Journal (KPEJ) Jurnal Review Pendidikan dan Pengajaran (JRPP) JAIM (Jurnal Abdi Masyarakat) Variabel Infotech: Journal of Technology Information Jurnal Ilmiah Wahana Pendidikan Journal La Multiapp Jurnal Pengabdian Pada Masyarakat Indonesia (JPPMI) KOMMAS: Jurnal Pengabdian Kepada Masyarakat Journal of Comprehensive Science Proceeding ISETH (International Summit on Science, Technology, and Humanity) Jurnal Riptek MIMBAR INTEGRITAS Jurnal Dialektika Hukum RENATA Jurnal Pengabdian Masyarakat Kita Semua Biner : Jurnal Ilmu Komputer, Teknik dan Multimedia Tematik Jurnal Foundry Jurnal Inovasi Global Jurnal Alat Berat Vocational: Journal of Educational Technology Journal of Industrial and Mechanical Engineering
Yudi Kurniawan
Program Magister Psikologi Profesi Fakultas Psikologi dan Ilmu Sosial Budaya
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Journal : International Journal of Artificial Intelligence Research

 1 
Vulnerability Detection With K-Nearest Neighbor and Naïve Bayes Method using Machine Learning Herman, Herman; Riadi, Imam; Kurniawan, Yudi
International Journal of Artificial Intelligence Research Vol 7, No 1 (2023): June 2023
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v7i1.795

Abstract

In this day and age, the use of the Internet has increased. SQL injection is a serious security threat on the Internet for various dynamic websites. As the use of the Internet for various online services increases, so make the security threats that exist on the Web. SQL injection attacks are one of the most serious security vulnerabilities on the Web. Most of these vulnerabilities are caused by a lack of input validation and the use of SQL parameters. SQLMap is an application from the Kali Linux operating system that is useful for injecting data on a website by using the features available in this application. In this paper, author conducts a security assessment to detect attacks on a website, more precisely to detect SQL Injection attacks, using the K-Nearest Neighbor method and naïve bayes. The results obtained are that the website being tested has SQL Injection vulnerabilities, and the K-Nearest Neighbor method is the best method for this case because it has an accuracy of 94.2%. In comparison, the Naïve Bayes method has an accuracy of 80%.
Co-Authors AA Sudharmawan, AA Achmad Udin Zailani Adiprana Yogatama Afrinda, Elga Via Agung Dwi Nugroho, Agung Dwi Agung Santoso Pribadi Ali Abrar, Ali Alviansyah, David Amalia, Iis Amelia, Cristine Roselvia Tri Amsal, Andi Yasir Andi Kurniawan Andriono, Eko Ardhiansyah, Maulana Arwin Arwin Arwin Azmanajaya, Emil Baihaki, Muhammad Hafidz Connie, Connie Dafera, Amelia Diniy, Mastur Anwar Dwimas, Herdian Entin Daningsih Erlangga, Erwin Febriani, Prita Fuad Nashori Giarto, Rahmat Bangun Gusti Yuli Asih Hadi Hermansyah, Hadi Haratua Tiur Maria Silitonga Hardani Widhiastuti Heni Pujiastuti Ida Bagus Dharmawan, Ida Bagus Ihyaul Ulum Ilmiyati, Nur Imam Riadi Irawan, Markus Nanang Karolina, Venny Kenedi, Akmal Afif Kinanti, Ceysha Berliana Kurnianto, Wirayoga Abdillah Kusumasari, Fitri Laili Fitri Yeni Listya Putri, Cinta Metatarsal Luqman, Dzaki Maladona, Adi Martha Kurnia Asih Milaningrum, Eelizabeth Mohamad Amin Mualiyah, Siti Muhammad Ridwan Muhammad Syaukani Muhtaj, Mughnil Muhyi, Abdul Mulyanto (SCOPUS ID 57190940497), Subur Mundi, Habel Murtiyani, Tri Muryadi Muryadi, Muryadi Mutawally, Dzaky Nailah, Faiqatun Nassim, Shahala Neneng Hasanah Noviza, N. Nur Yanti, Nur NURJAYA NURJAYA, NURJAYA Nurul Huda Paundara, Fajar Paundra, Fajar Pratiwi, Feti Pratiwi, M.M. Shinta Pujiyuliyanto, Eko Pundani Eki Pratiwi Putri Ariyani, Safira Rachman, Muhammad Perwira Raden Mohamad Herdian Bhakti Rahmawati, Patria Rakhmasari, Vriska Putri Randis Randis Retno Ristiasih Utami, Retno Ristiasih Riski Muliyani, Riski Rojikin, Setiyo Rusmalia Dewi, Rusmalia Salahudin Salahudin Salsabila, Nadhira Fasya Samosir, Devina Sanchia Sandra, Desvika Annisa Sandra, Desvika Annisa Sharon, Sharon Sholihah, Alviatus Sofia Sofia, Sofia Sri Sangkawati Sachro Sriyana, Ignatius Subur Mulyanto, Subur Sugiarti, Rini Sugino, Riski Suryadi, Rian Susilo, Markus Nanang Irawan Budi Sutamaya, Agus Gede Tatas Transinata Titik Nurhayati Wahyudi Wahyudi WINDA Zulfati Yusrina, Yasmin