Intelligent and Secure Autofill System in Web Browsers
| Autor: | Joy Bose |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
0209 industrial biotechnology
Web browser 020901 industrial engineering & automation Information retrieval Computer science Feature (computer vision) 0202 electrical engineering electronic engineering information engineering Systems architecture 020201 artificial intelligence & image processing Of the form 02 engineering and technology Time saving Field (computer science) |
| Zdroj: | Advances in Intelligent Systems and Computing ISBN: 9783030736880 SoCPaR |
| DOI: | 10.1007/978-3-030-73689-7_2 |
| Popis: | This paper describes an application of machine learning in a web browser feature called autofill. Automatic form fill or autofill is a time saving feature present in web browsers. This feature automatically fills text values in a new web form based on the text values filled by the user for the same or similar fields in other forms on the web, which are stored locally. This is dependent on the correct prediction of the labels of the form fields. In this paper, we describe an intelligent and secure solution for autofill. This includes fixing some security vulnerabilities related to hidden fields in a web form, resulting in a secure auto fill. Our solution also intelligently predicting the field labels in a form using machine learning. We describe the system architecture and some results for the accuracy of the system. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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