Rancang Bangun Aplikasi Pelindung Pengguna Handphone dari Penipuan melalui Panggilan Suara Berbasis Artificial Intellegence (AI)
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Institusion
Politeknik Negeri Bengkalis
Author
Fariza, Salsabila
Subject
458 Teknik Informatika
Datestamp
2024-08-15 09:24:05
Abstract :
Fraud cases through voice calls are on the rise, causing losses to the public. In an effort to address this issue, the application of machine learning using the Support Vector Machine (SVM) algorithm and artificial intelligence (AI) is implemented through an Android application. This application is capable of detecting sounds and sentences identified as potential fraud, providing warnings to users through notifications in the form of sound and vibration. Through this approach, it is expected to offer a proactive solution in protecting users from fraud threats through voice calls. The implemented SVM algorithm achieves an accuracy level of 86%, demonstrating the effectiveness of the proposed solution.
Fraud cases through voice calls are on the rise, causing losses to the public. In an effort to address this issue, the application of machine learning using the Support Vector Machine (SVM) algorithm and artificial intelligence (AI) is implemented through an Android application. This application is capable of detecting sounds and sentences identified as potential fraud, providing warnings to users through notifications in the form of sound and vibration. Through this approach, it is expected to offer a proactive solution in protecting users from fraud threats through voice calls. The implemented SVM algorithm achieves an accuracy level of 86%, demonstrating the effectiveness of the proposed solution.
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