Web User Authentication Using Chosen Word Keystroke Dynamics
| Autor: | Abdulrahman Zaiter, Shafaeat Hossain, Deepak Neupane, Khandaker Abir Rahman |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
021110 strategic
defence & security studies User authentication Authentication CAPTCHA business.industry Computer science 0211 other engineering and technologies 02 engineering and technology computer.software_genre Keystroke dynamics Human–computer interaction 0202 electrical engineering electronic engineering information engineering Web application 020201 artificial intelligence & image processing Layer (object-oriented design) business computer Word (computer architecture) |
| Zdroj: | ICMLA |
| Popis: | Keystroke dynamics has been used as a form of one-time user authentication and continuous verification especially when it comes to securing the cyberspace. In this paper, we present the idea of using keystroke dynamics as a form of second layer authentication in web applications. We showed that this method can authenticate a user with high accuracy and can be used as an alternate to CAPTCHA tests, security questions and image selections that are being used today. We have developed a working web-based platform in a browser environment that enforces the proposed second-layer security. We performed penetration test experiments by launching a total of 598,500 impostor and genuine authentication attempts and found the Equal Error Rate (EER) as 10.5%. |
| Databáze: | OpenAIRE |
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