Teks

Implementasi autentikasi dua faktor berbasis RFID dan pengenalan wajah menggunakan algoritma local binary pattern pada prototipe sistem kendali akses

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Indonesia
Penggunaan satu faktor autentikasi pada sistem kendali akses dapat menimbulkan masalah keamanan. Penerapan RFID dan pengenalan wajah dapat menjadi solusi permasalahan sistem kendali akses berbasis satu faktor. Namun, terdapat kerawanan pada sistem pengenalan wajah berupa serangan face spoofing attack. Pada penelitian ini, diimplementasikan dua faktor autentikasi berupa RFID dan pengenalan wajah menggunakan algoritma Local Binary Pattern (LBP) pada prototipe sistem kendali akses. Berdasarkan hasil pengujian performa, prototipe sistem kendali akses memiliki tingkat akurasi autentikasi RFID sebesar 100% dan untuk pengenalan wajah sebesar 80%. Rata-rata waktu autentikasi RFID sebesar 0.03 detik, pengenalan wajah 6.3885 detik, dan verifikasi pengenalan wajah 0.1970 detik. Hasil penerimaan prototipe berdasarkan hasil user acceptance testing mencapai 81.25% sebagai User, 100% sebagai Administrator, dan 100% sebagai Super Administrator. Prototipe masih dapat bekerja dengan optimal setelah digunakan selama tiga hari tanpa dimatikan dayanya. Dari hasil security testing didapatkan hasil kemampuan spoofing detection terhadap photo attack mencapai 100%.

English
IMPLEMENTATION OF TWO FACTOR AUTHENTICATION BASED ON RFID AND FACE RECOGNITION USING THE LOCAL BINARY PATTERN ALGORITHM IN THE PROTOTYPE OF ACCESS CONTROL SYSTEM
Using one-factor authentication in an access control system can create security problems. The application of RFID and face recognition can be a solution to the problem of one-factor-based access control systems. However, there are weaknesses in the face recognition system in the form of a face spoofing attack. In this study, two authentication factors in the form of RFID and face recognition as well as Local Binary Patterns (LBP) algorithm were implemented in the prototype of access control system. Based on the results of performance tests, the prototype of the access control system has an accuracy rate of 100% RFID authentication and a face recognition of 80%. The average RFID authentication time is 0.03 seconds, the face recognition is 6.3885 seconds and the verification of the face recognition is 0.1970 seconds. The results of the prototype acceptance based on the results of the user acceptance tests reached 81.25% as user, 100% as administrator and 100% as super administrator. The prototype can still function optimally after three days uses without being switched off. From the security test results obtained, the ability for spoofing detection of photo attacks reaches 100%.

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Series Title

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Call Number

2020 BIN i

Publisher

Bogor : Poltek SSN., 2020

Collation

xvi, 172 halaman

Language

Indonesia

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Statement of Responsibility

Bintang Wahyudono

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