Why Are Conversational Assistants Still Black Boxes? The Case For Transparency

06/08/2023
by   Trung Dong Huynh, et al.
0

Much has been written about privacy in the context of conversational and voice assistants. Yet, there have been remarkably few developments in terms of the actual privacy offered by these devices. But how much of this is due to the technical and design limitations of speech as an interaction modality? In this paper, we set out to reframe the discussion on why commercial conversational assistants do not offer meaningful privacy and transparency by demonstrating how they could. By instrumenting the open-source voice assistant Mycroft to capture audit trails for data access, we demonstrate how such functionality could be integrated into big players in the sector like Alexa and Google Assistant. We show that this problem can be solved with existing technology and open standards and is thus fundamentally a business decision rather than a technical limitation.

READ FULL TEXT
research
02/21/2023

Enabling Versatile Privacy Interfaces Using Machine-Readable Transparency Information

Transparency regarding the processing of personal data in online service...
research
08/04/2023

Let's Give a Voice to Conversational Agents in Virtual Reality

The dialogue experience with conversational agents can be greatly enhanc...
research
05/08/2020

ConvoKit: A Toolkit for the Analysis of Conversations

This paper describes the design and functionality of ConvoKit, an open-s...
research
06/15/2020

Transparent Privacy is Principled Privacy

Differential privacy revolutionizes the way we think about statistical d...
research
03/07/2022

Building and curating conversational corpora for diversity-aware language science and technology

We present a pipeline and tools to build a maximally natural data set of...
research
03/28/2022

The MIT Voice Name System

This RFC white Paper summarizes our progress on the MIT Voice Name Syste...
research
01/06/2023

A new conversational interaction concept for document creation and editing on mobile devices for visually impaired users

This paper describes the ongoing development of a conversational interac...

Please sign up or login with your details

Forgot password? Click here to reset