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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

Virtual assistants (VAs) have seen increased use in recent years due to their ease of use for daily tasks. Despite their growing prevalence, their security and privacy implications are still not well understood. To address this gap, we…

Cryptography and Security · Computer Science 2023-12-25 Borna Kalhor , Sanchari Das

Voice assistant applications have become omniscient nowadays. Two models that provide the two most important functions for real-life applications (i.e., Google Home, Amazon Alexa, Siri, etc.) are Automatic Speech Recognition (ASR) models…

Cryptography and Security · Computer Science 2023-04-20 Jingjin Li , Chao chen , Lei Pan , Mostafa Rahimi Azghadi , Hossein Ghodosi , Jun Zhang

Voice assistants have become quite popular lately while in parallel they are an important part of smarthome systems. Through their voice assistants, users can perform various tasks, control other devices and enjoy third party services. The…

Cryptography and Security · Computer Science 2021-09-06 Georgios Germanos , Dimitris Kavallieros , Nicholas Kolokotronis , Nikolaos Georgiou

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

The radical advances in telecommunications and computer science have enabled a myriad of applications and novel seamless interaction with computing interfaces. Voice Assistants (VAs) have become a norm for smartphones, and millions of VAs…

Cryptography and Security · Computer Science 2023-02-22 Domna Bilika , Nikoletta Michopoulou , Efthimios Alepis , Constantinos Patsakis

Today, intelligent voice assistant (VA) software like Amazon's Alexa, Google's Voice Assistant (GVA) and Apple's Siri have millions of users. These VAs often collect and analyze huge user data for improving their functionality. However,…

Cryptography and Security · Computer Science 2021-10-08 Vandit Sharma , Mainack Mondal

Intelligent Personal Assistant (IA), also known as Voice Assistant (VA), has become increasingly popular as a human-computer interaction mechanism. Most smartphones have built-in voice assistants that are granted high privilege, which is…

Cryptography and Security · Computer Science 2018-05-17 Rongjunchen Zhang , Xiao Chen , Jianchao Lu , Sheng Wen , Surya Nepal , Yang Xiang

Many companies, including Google, Amazon, and Apple, offer voice assistants as a convenient solution for answering general voice queries and accessing their services. These voice assistants have gained popularity and can be easily accessed…

Human-Computer Interaction · Computer Science 2024-09-16 Tina Khezresmaeilzadeh , Elaine Zhu , Kiersten Grieco , Daniel J. Dubois , Konstantinos Psounis , David Choffnes

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

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

Smart voice assistants (SVAs) have become embedded in the daily lives of youth, introducing complex privacy challenges due to always-on listening, shared device usage, and opaque data practices. This study applies the Privacy-Ethics…

Computers and Society · Computer Science 2026-03-03 Molly Campbell , Yulia Bobkova , Ajay Kumar Shrestha

Despite significant improvements in automatic speech recognition and spoken language understanding - human interaction with Virtual Personal Assistants (VPAs) through speech remains irregular and sporadic. According to recent studies,…

Human-Computer Interaction · Computer Science 2018-07-13 Mateusz Dubiel , Martin Halvey , Leif Azzopardi

Previous research about sensor based attacks on Android platform focused mainly on accessing or controlling over sensitive device components, such as camera, microphone and GPS. These approaches get data from sensors directly and need…

Cryptography and Security · Computer Science 2014-07-21 Wenrui Diao , Xiangyu Liu , Zhe Zhou , Kehuan Zhang

Voice assistants are now ubiquitous and listen in on our everyday lives. Ever since they became commercially available, privacy advocates worried that the data they collect can be abused: might private conversations be extracted by third…

Cryptography and Security · Computer Science 2020-12-02 Almos Zarandy , Ilia Shumailov , Ross Anderson

The recent breakthroughs in Artificial Intelligence (AI) have allowed individuals to rely on automated systems for a variety of reasons. Some of these systems are the currently popular voice-enabled systems like Echo by Amazon and Home by…

Computers and Society · Computer Science 2017-11-22 Lydia Manikonda , Aditya Deotale , Subbarao Kambhampati

Due to the open nature of voice input, voice assistant (VA) systems (e.g., Google Home and Amazon Alexa) are under a high risk of sensitive information leakage (e.g., personal schedules and shopping accounts). Though the existing VA systems…

Human-Computer Interaction · Computer Science 2020-04-13 Chen Wang , Cong Shi , Yingying Chen , Yan Wang , Nitesh Saxena

In the age of ubiquitous technologies, security- and privacy-focused choices have turned out to be a significant concern for individuals and organizations. Risks of such pervasive technologies are extensive and often misaligned with user…

Cryptography and Security · Computer Science 2020-07-01 Behnood Momenzadeh , Shakthidhar Gopavaram , Sanchari Das , L Jean Camp

Android's open-source nature facilitates widespread smartphone accessibility, particularly in price-sensitive markets. System and vendor applications that come pre-installed on budget Android devices frequently operate with elevated…

Cryptography and Security · Computer Science 2025-09-24 Alioune Diallo , Anta Diop , Abdoul Kader Kabore , Jordan Samhi , Aleksandr Pilgun , Tegawendé F. Bissyande , Jacque Klein

Since Siri's release in 2011 there have been a growing number of AI-driven domestic voice assistants that are increasingly being integrated into devices such as smartphones and TVs. But as their presence has expanded, a range of ethical…

Human-Computer Interaction · Computer Science 2023-06-26 William Seymour , Xiao Zhan , Mark Cote , Jose Such
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