Abstract
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.
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Bose, J. (2021). Intelligent and Secure Autofill System in Web Browsers. In: Abraham, A., et al. Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020). SoCPaR 2020. Advances in Intelligent Systems and Computing, vol 1383. Springer, Cham. https://doi.org/10.1007/978-3-030-73689-7_2
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