Tangible Privacy for Smart Voice Assistants: Bystanders' Perceptions of Physical Device Controls
Imtiaz Ahmad, Taslima Akter, Zachary Buher, Rosta Farzan, Apu Kapadia, Adam J. Lee
Abstract
Smart voice assistants such as Amazon Alexa and Google Home are becoming increasingly pervasive in our everyday environments. Despite their benefits, their miniaturized and embedded cameras and microphones raise important privacy concerns related to surveillance and eavesdropping. Recent work on the privacy concerns of people in the vicinity of these devices has highlighted the need for 'tangible privacy', where control and feedback mechanisms can provide a more assured sense of whether the camera or microphone is 'on' or 'off'. However, current designs of these devices lack adequate mechanisms to provide such assurances. To address this gap in the design of smart voice assistants, especially in the case of disabling microphones, we evaluate several designs that incorporate (or not) tangible control and feedback mechanisms. By comparing people's perceptions of risk, trust, reliability, usability, and control for these designs in a between-subjects online experiment (N=261), we find that devices with tangible built-in physical controls are perceived as more trustworthy and usable than those with non-tangible mechanisms. Our findings present an approach for tangible, assured privacy especially in the context of embedded microphones.
CCS Concepts: • Security and privacy → Usability in security and privacy; • Human-centered computing → Empirical studies in ubiquitous and mobile computing.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 0af2205d-6d39-4505-b761-28dd43df6b49Cited by top-tier papers5
- Privacy Perspectives and Practices of Chinese Smart Home Product TeamsShijing He, Yaxiong Lei, Xiao Zhan, Chi Zhang et al.S&P 2026 · 9 citations
- The TaPSI Research Framework - A Systematization of Knowledge on Tangible Privacy and Security InterfacesSarah Delgado Rodriguez, Maximiliane Windl, Florian Alt, Karola MarkyCHI 2025 · 5 citations
- PrivWeb: Unobtrusive and Content-aware Privacy Protection For Web AgentsShuning Zhang, Yutong Jiang, Rongjun Ma, Yuting Yang et al.CHI 2026 · 2 citations
- Investigating Bystander Privacy in Chinese Smart Home AppsShijing He, Xuchen Wang, Yaxiong Lei, Chi Zhang et al.CHI 2026 · 1 citation
- Powering for Privacy: Improving User Trust in Smart Speaker Microphones with Intentional Powering and Perceptible AssuranceYoungwook Do, Nivedita Arora, Ali Mirzazadeh, Injoo Moon et al.USENIX Security 2023
Builds on9
- DolphinAttack: Inaudible Voice CommandsGuoming Zhang, Chen Yan, Xiaoyu Ji, Tianchen Zhang et al.CCS 2017 · 753 citations
- Hidden Voice CommandsNicholas Carlini, Pratyush Mishra, Tavish Vaidya, Yuankai Zhang et al.USENIX Security 2016 · 672 citations
- Skill Squatting Attacks on Amazon AlexaDeepak Kumar, Riccardo Paccagnella, Paul Murley, Eric Hennenfent et al.USENIX Security 2018 · 177 citations
- Tangible Privacy: Towards User-Centric Sensor Designs for Bystander PrivacyImtiaz Ahmad, Rosta Farzan, Apu Kapadia, Adam J. LeeCSCW 2020 · 121 citations
- Privacy Norms for Smart Home Personal AssistantsNoura Abdi, Xiao Zhan, Kopo M. Ramokapane, Jose M. SuchCHI 2021 · 107 citations
Related papers
- Investigating Tangible Privacy-Preserving Mechanisms for Future Smart HomesMaximiliane Windl, Albrecht Schmidt, Sebastian S. FegerCHI 2023 · 39 citations
- Spying through Your Voice Assistants: Realistic Voice Command FingerprintingDilawer Ahmed, Aafaq Sabir, Anupam DasUSENIX Security 2023
- "I would still use it but I wouldn't trust it": Evaluating Mechanisms for Transparency and Control for Smart-Home SensorsBen Weinshel, Yuvraj Agarwal, Lujo BauerUbiComp 2025 · 2 citations
- Voice App Developer Experiences with Alexa and Google Assistant: Juggling Risks, Liability, and SecurityWilliam Seymour, Noura Abdi, Kopo M. Ramokapane, Jide S. Edu et al.USENIX Security 2024 · 9 citations
- Will Deleting History Make Alexa More Trustworthy?: Effects of Privacy and Content Customization on User Experience of Smart SpeakersEugene Cho, S. Shyam Sundar, Saeed Abdullah, Nasim MotalebiCHI 2020 · 46 citations
