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Virtual personal assistants (VPA) (e.g., Amazon Alexa and Google Assistant) today mostly rely on the voice channel to communicate with their users, which however is known to be vulnerable, lacking proper authentication. The rapid growth of…

Cryptography and Security · Computer Science 2018-07-02 Nan Zhang , Xianghang Mi , Xuan Feng , XiaoFeng Wang , Yuan Tian , Feng Qian

Third-party software, or skills, are essential components in Smart Personal Assistants (SPA). The number of skills has grown rapidly, dominated by a changing environment that has no clear business model. Skills can access personal…

Cryptography and Security · Computer Science 2022-01-17 Jide S Edu , Xavier Ferrer-Aran , Jose M Such , Guillermo Suarez-Tangil

Voice assistants are deployed widely and provide useful functionality. However, recent work has shown that commercial systems like Amazon Alexa and Google Home are vulnerable to voice-based confusion attacks that exploit design issues. We…

Cryptography and Security · Computer Science 2022-12-20 Ashish Hooda , Matthew Wallace , Kushal Jhunjhunwalla , Earlence Fernandes , Kassem Fawaz

The Amazon Alexa marketplace is the largest Voice Personal Assistant (VPA) platform with over 100,000 voice applications (i.e., skills) published to the skills store. In an effort to maintain the quality and trustworthiness of voice-apps,…

Cryptography and Security · Computer Science 2023-09-13 Song Liao , Long Cheng , Haipeng Cai , Linke Guo , Hongxin Hu

Voice applications (voice apps) are a key element in Voice Assistant ecosystems such as Amazon Alexa and Google Assistant, as they provide assistants with a wide range of capabilities that users can invoke with a voice command. Most voice…

Human-Computer Interaction · Computer Science 2023-11-16 William Seymour , Noura Abdi , Kopo M. Ramokapane , Jide Edu , Guillermo Suarez-Tangil , Jose Such

Voice Personal Assistants (VPA) have become a common household appliance. As one of the leading platforms for VPA technology, Amazon created Alexa and designed Amazon Kids for children to safely enjoy the rich functionalities of VPA and for…

Human-Computer Interaction · Computer Science 2023-03-27 Peiyi Yang , Jie Fan , Zice Wei , Haoqian Li , Tu Le , Yuan Tian

Many Internet of Things (IoT) devices have voice user interfaces (VUIs). One of the most popular VUIs is Amazon's Alexa, which supports more than 47,000 third-party applications ("skills"). We study how Alexa's integration of these skills…

Human-Computer Interaction · Computer Science 2019-11-01 David J. Major , Danny Yuxing Huang , Marshini Chetty , Nick Feamster

The home voice assistants such as Amazon Alexa have become increasingly popular due to many interesting voice-activated services provided through special applications called skills. These skills, though useful, have also introduced new…

Cryptography and Security · Computer Science 2020-10-22 Dan Su , Jiqiang Liu , Sencun Zhu , Xiaoyang Wang , Wei Wang

Recent advances in voice synthesis, coupled with the ease with which speech can be harvested for millions of people, introduce new threats to applications that are enabled by devices such as voice assistants (e.g., Amazon Alexa, Google Home…

Cryptography and Security · Computer Science 2024-11-18 Zhengxian He , Ashish Kundu , Mustaque Ahamad

As voice-based Conversational Assistants (CAs), including Alexa, Siri, Google Home, have become commonly embedded in households, many children now routinely interact with Artificial Intelligence (AI) systems. It is important to research…

Human-Computer Interaction · Computer Science 2023-05-10 Valentina Andries , Judy Robertson

Home Digital Voice Assistants (HDVAs) are getting popular in recent years. Users can control smart devices and get living assistance through those HDVAs (e.g., Amazon Alexa, Google Home) using voice. In this work, we study the insecurity of…

Cryptography and Security · Computer Science 2019-11-14 Xinyu Lei , Guan-Hua Tu , Alex X. Liu , Kamran Ali , Chi-Yu Li , Tian Xie

Voice Assistants (VA) such as Amazon Alexa and Google Assistant are quickly and seamlessly integrating into people's daily lives. The increased reliance on VA services raises privacy concerns such as the leakage of private conversations and…

Cryptography and Security · Computer Science 2020-07-30 Song Liao , Christin Wilson , Long Cheng , Hongxin Hu , Huixing Deng

Voice assistants like Amazon's Alexa, Google's Assistant, or Apple's Siri, have become the primary (voice) interface in smart speakers that can be found in millions of households. For privacy reasons, these speakers analyze every sound in…

Cryptography and Security · Computer Science 2020-08-04 Lea Schönherr , Maximilian Golla , Thorsten Eisenhofer , Jan Wiele , Dorothea Kolossa , Thorsten Holz

With the development of foundation AI technologies, task-executable voice assistants (VAs) have become more popular, enhancing user convenience and expanding device functionality. Android task-executable VAs are applications that are…

Cryptography and Security · Computer Science 2025-09-30 Shidong Pan , Yikai Ge , Xiaoyu Sun

Conversational agents (CAs) embodied in speakers or chatbots are becoming very popular in some countries, and despite their adult-centred design, they have become part of children's lives, generating a need for children-centric trustworthy…

Human-Computer Interaction · Computer Science 2022-09-07 Marina Escobar-Planas , Emilia Gómez , Carlos-D Martínez-Hinarejos

Determining how voice assistants should broker consent to share data with third party software has proven to be a complex problem. Devices often require users to switch to companion smartphone apps in order to navigate permissions menus for…

Human-Computer Interaction · Computer Science 2022-06-23 William Seymour , Mark Cote , Jose Such

While computer systems that allow users to interact through conversational natural language (i.e., chatbots) have existed for many years, varying types of applications advertising AI companionship (e.g., Character AI, Replika) have…

Computers and Society · Computer Science 2026-03-17 Natalie Grace Brigham , Lucy Qin , Tadayoshi Kohno

The technology of Conversational AI has made significant advancements over the last eighteen months. As a consequence, conversational agents are likely to be deployed in the near future that are designed to pursue targeted influence…

Human-Computer Interaction · Computer Science 2024-12-30 Louis Rosenberg

We present Alexa versus Alexa (AvA), a novel attack that leverages audio files containing voice commands and audio reproduction methods in an offensive fashion, to gain control of Amazon Echo devices for a prolonged amount of time. AvA…

Cryptography and Security · Computer Science 2022-02-18 Sergio Esposito , Daniele Sgandurra , Giampaolo Bella

AI chatbots are widely used by children and teens today, but they pose significant risks to youth's privacy and safety due to both increasingly personal conversations and potential exposure to unsafe content. While children under 13 are…

Human-Computer Interaction · Computer Science 2026-02-12 Olivia Figueira , Pranathi Chamarthi , Tu Le , Athina Markopoulou
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