Leveraging Artificial Intelligence for Enhanced Cybersecurity: A Comprehensive Review

Jansin Amry, Sahmi Kenju

Abstract


The rapid evolution of cyber threats necessitates innovative solutions to safeguard digital infrastructures. Artificial Intelligence (AI) has emerged as a pivotal tool in enhancing cybersecurity through advanced threat detection, automated response mechanisms, and predictive analytics. This paper provides a comprehensive review of AI applications in cybersecurity, examining its benefits, challenges, and future potential. By analyzing recent advancements and practical implementations, the study underscores the transformative role of AI in securing cyberspace while addressing associated ethical and technical considerations.

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Buczak, A. L., & Guven, E. (2016). A survey of data mining and machine learning methods for cybersecurity intrusion detection. IEEE Communications Surveys & Tutorials, 18(2), 1153-1176.

Sharmeen, F., & Lee, H. (2021). The role of AI in cybersecurity: Challenges and opportunities. Journal of Information Security and Applications, 58, 102730.

Goodfellow, I., Shlens, J., & Szegedy, C. (2015). Explaining and harnessing adversarial examples. arXiv preprint arXiv:1412.6572.

Muqorobin, M., Dawis, A. M., & Pakarti, B. (2024). SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN LOKASI CABANG MINIMARKET TERBAIK MENGGUNAKAN METODE SIMPLE ADDITIVE WEIGHTING BERBASIS WEB. Jurnal Riset Sistem dan Teknologi Informasi, 2(1).

Muqorobin, M., & Efendi, T. F. (2023). Modeling a Decision Support System for Selection of Natural Stone Suppliers Using the Moora Algorithm. International Journal of Computer and Information System (IJCIS), 4(4), 188-194.

Muqorobin, M., & Ahmed, M. A. (2023). Community Analysis of the Twitter Application on the COVID-19 Pandemic Phenomenon Based on an Artificial Intelligence System. International Journal of Informatics Technology (INJIT), 1(3), 79-88.

Muqorobin M. The Decision Support System for Selecting the Best Teacher for Birull Walidaini Using the SAW Method. International Journal of Computer and Information System (IJCIS). 2023 Aug 29;4(3):105-12.

Muqorobin M, Dawis AM. Perancangan Sistem Informasi Kemahasiswaan berbasis Website di Politeknik Harapan Bersama Tegal. JUTIE (Jurnal Teknologi Sistem Informasi dan Ekonomi). 2023 Apr 26;1(1):22-30.

Muqorobin, M., & Fitriyadi, F. (2023). Sistem Informasi Pariwisata Di Singkawang Kalimantan Barat Berbasis Website Sebagai Media Promosi. JUTIE (Jurnal Teknologi Sistem Informasi dan Ekonomi), 1(1), 1-9.

Hassan, R., Majeed, A. A., & Muqorobin, M. (2023). Fingerprint Data Security System Using Aes Algorithm on Radio Frequency Identification (RFID) Based Population System. International Journal of Informatics Technology (INJIT), 1(1), 14-20.

Muqorobin, M., & Ma'ruf, M. H. (2022). Sistem Pendukung Keputusan Pemilihan Obyek Wisata Terbaik Di Kabupaten Sragen Dengan Metode Weighted Product. Jurnal Tekinkom (Teknik Informasi dan Komputer), 5(2), 364-376.

Muqorobin, M., & Rais, N. A. R. (2022). Comparison of PHP programming language with codeigniter framework in project CRUD. International Journal of Computer and Information System (IJCIS), 3(3), 94-98.

Permatahati, I., & Muqorobin, M. (2022). Computer Sales Forecasting System Application Using Web-Based Single Moving Average Method. International Journal of Computer and Information System (IJCIS), 3(2), 56-63.

Muqorobin, M., Rais, N. A. R., & Efendi, T. F. (2021, December). Aplikasi E-Voting Pemilihan Ketua Bem Di Institut Teknologi Bisnis Aas Indonesia Berbasis Web. In Prosiding Seminar Nasional & Call for Paper STIE AAS (Vol. 4, No. 1, pp. 309-320).

Rais, N. A. R., & Muqorobin, M. (2021). Analysis Of Kasir Applications In Sales Management Information Systems at ASRI Store. International Journal of Computer and Information System (IJCIS), 2(2), 40-44.

Fitriyadi, F., & Muqorobin, M. (2021). Prediction System for the Spread of Corona Virus in Central Java with K-Nearest Neighbor (KNN) Method. International Journal of Computer and Information System (IJCIS), 2(3), 80-85.

Muqorobin, M. (2021). Analysis Of Fee Accounting Information Systems Lecture At Itb Aas Indonesia In The Pandemic Time Of Covid-19. International Journal of Economics, Business and Accounting Research (IJEBAR), 5(3), 1994-2007.

Rais, N. A. R. (2021). Komparasi Aplikasi Daring dalam Pembelajaran Kuliah dimasa Pandemi Virus Corona. Jurnal Informatika, Komputer dan Bisnis (JIKOBIS), 1(01), 019-031.

Prasetya, A., Muqorobin, M., & Fitriyadi, F. (2021). Operating System Development Based on Open Source Software in Online Learning Systems. International Journal of Computer and Information System (IJCIS), 2(2), 45-48.

Tulaila, R., & Muqorobin, M. (2021). Analysis of Adi Soemarmo Solo Airport Parking Payment System. International Journal of Computer and Information System (IJCIS), 2(1), 1-3.

Muryani, A. S., & Muqorobin, M. (2020). Decision Support System Using Cloud-Based Moka Pos Application To Easy In Input In Orange Carwash Blulukan Flash N0. 110 Colomadu. International Journal of Computer and Information System (IJCIS), 1(3), 66-69.

Santoso, L. P., Muqorobin, M., & Fatkhurrochman, F. (2020). Online Analysis System of Application of Partners for Land Asrocument Officers of Sukoharjo District. International Journal of Computer and Information System (IJCIS), 1(3), 59-61.

Muqorobin, M., & Rais, N. A. R. (2020, November). Analisis Peran Teknologi Sistem Informasi Dalam Pembelajaran Kuliah Dimasa Pandemi Virus Corona. In Prosiding Seminar Nasional & Call for Paper STIE AAS (Vol. 3, No. 1, pp. 157-168).

Jannah, A. M., Muqorobin, M., & Widiyanto, W. W. (2020). Analysis Of Kids Garden Dapodic Application System. International Journal of Computer and Information System (IJCIS), 1(3), 55-58.

Nur, U. C., & Muqorobin, M. (2020). Development of smart working assistance application for J&T Express couriers In Juwiring Klaten Branch. International Journal of Computer and Information System (IJCIS), 1(3), 52-54.

Muqorobin, M., & Rais, N. A. R. (2020). Analysis of the role of information systems technology in lecture learning during the corona virus pandemic. International Journal of Computer and Information System (IJCIS), 1(2), 47-51.

Rais, N. A. R., & Muqorobin, M. (2020). Evaluation Information System Using UTAUT (Case Study: UMS Vocational School). International Journal of Computer and Information System (IJCIS), 1(2), 40-46.

Hikmah, I. N., & Muqorobin, M. (2020). Employee payroll information system on company web-based consultant engineering services. International Journal of Computer and Information System (IJCIS), 1(2), 27-30.

Muslihah, I., & Muqorobin, M. (2020). Texture characteristic of local binary pattern on face recognition with probabilistic linear discriminant analysis. International Journal of Computer and Information System (IJCIS), 1(1), 22-26.

Muqorobin, M., Kusrini, K., Rokhmah, S., & Muslihah, I. (2020). Estimation System For Late Payment Of School Tuition Fees. International Journal of Computer and Information System (IJCIS), 1(1), 1-6.

Muqorobin, M., Rokhmah, S., Muslihah, I., & Rais, N. A. R. (2020). Classification of Community Complaints Against Public Services on Twitter. International Journal of Computer and Information System (IJCIS), 1(1), 7-10.

Kusrini, K., Luthfi, E. T., Muqorobin, M., & Abdullah, R. W. (2019, November). Comparison of Naive Bayes and K-NN Method on Tuition Fee Payment Overdue Prediction. In 2019 4th International conference on information technology, information systems and electrical engineering (ICITISEE) (pp. 125-130). IEEE.

Muqorobin, M., Utomo, P. B., Nafi’Uddin, M., & Kusrini, K. (2019). Implementasi Metode Certainty Factor pada Sistem Pakar Diagnosa Penyakit Ayam Berbasis Android. Creative Information Technology Journal, 5(3), 185-195.

Muqorobin, M., Hisyam, Z., Mashuri, M., Hanafi, H., & Setiyantara, Y. (2019). Implementasi Network Intrusion Detection System (NIDS) Dalam Sistem Keamanan Open Cloud Computing. Majalah Ilmiah Bahari Jogja, 17(2), 1-9.

Muqorobin, M., Apriliyani, A., & Kusrini, K. (2019). Sistem Pendukung Keputusan Penerimaan Beasiswa dengan Metode SAW. Respati, 14(1).

Abdullah, R. W., Wulandari, S., Muqorobin, M., Nugroho, F. P., & Widiyanto, W. W. (2019). Keamanan Basis Data pada Perancangan Sistem Kepakaran Prestasi Sman Dikota Surakarta. Creative Communication and Innovative Technology Journal, (1), 13-21.

Muqorobin, M., Kusrini, K., & Luthfi, E. T. (2019). Optimasi Metode Naive Bayes Dengan Feature Selection Information Gain Untuk Prediksi Keterlambatan Pembayaran Spp Sekolah. Jurnal Ilmiah SINUS, 17(1), 1-14.

Muqorobin, M. (2015). SISTEM PENDUKUNG KEPUTUSAN MENGGUNAKAN METODE FUZZY MULTIPLE ATTRIBUTE DECISSION MAKING DENGAN METODE SIMPLE ADDITIVE WAIGHTING UNTUK MENENTUKAN PENERIMA BEASISWA BAGI SISWA-SISWI SMA BHAKTI PRAJA 3 KALIJAMBE SRANGEN (Doctoral dissertation, STMIK Sinar Nusantara Surakarta).


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