Privacy preserving NLP based on Entity Filtering and Searchable Encryption. Chatbots have been around for a while but are still new to many users. However, the increase in cybercrime across the globe calls for concern.
Privacy preserving NLP based on Entity Filtering and Searchable Encryption
Abstract. With chatbots gaining traction and their adoption growing in different verticals, e.g. Health, Banking, Dating; and users sharing more and more private information with chatbots — studies have started to highlight the privacy risks of chatbots. In this paper, we propose two privacy-preserving approaches for chatbot conversations. The first approach applies ‘entity’ based privacy filtering and transformation, and can be applied directly on the app (client) side. It however requires knowledge of the chatbot design to be enabled. We present a second scheme based on Searchable Encryption that is able to preserve user chat privacy, without requiring any knowledge of the chatbot design. Finally, we present some experimental results based on a real-life employee Help Desk chatbot that validates both the need and feasibility of the proposed approaches.
In this article, we will be mainly discussing how the AI is being utilized, how the ease of processing data-enabled companies and government agencies to have power over online privacy, and how to stay careful of possible abuses of said power.
Do you know how and why these chatbots are made? Ever since the evolution of chatbots, their motive has been the same: to provide effortless customer support to visitors. With time, chatbots have become more personalized thanks to Artificial Intelligence.
Innovations in Artificial Intelligence - Various sectors in which AI is remarkably used & has brought changes in humanity - Education, Healthcare,automobile
Artificial Intelligence has been the go-to technology for companies and enterprises in recent years. The adoption of AI by enterprises all around the world has grown by 270% in the last four years a...
Top 10 Artificial Intelligence Milestones to learn AI evolution - Origin,ELIZA,XCON,Statistics Introduction, Chess & jeopardy winner,autonomous vehicles