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20242026
most citedNavigating AI to Unpack Youth Privacy Concerns: An In-Depth Exploration and Systematic Review

18 citations · 54 across the 10 of their papers we have counts for

collaborators

10 papers

cs.CR2026

Negotiating Privacy with Smart Voice Assistants: Risk-Benefit and Control-Acceptance Tensions

Molly Campbell, Mohamad Sheikho Al Jasem, Ajay Kumar Shrestha

Smart Voice assistants (SVAs) are widely adopted by youth, yet privacy decision-making in these environments is often characterized by competing considerations rather than clear-cu…

cs.CR2026

Privacy by Voice: Modeling Youth Privacy-Protective Behavior in Smart Voice Assistants

Molly Campbell, Ajay Kumar Shrestha

Smart Voice Assistants (SVAs) are deeply embedded in the lives of youth, yet the mechanisms driving the privacy-protective behaviors among young users remain poorly understood. Thi…

cs.CR2026

Gender-Based Heterogeneity in Youth Privacy-Protective Behavior for Smart Voice Assistants: Evidence from Multigroup PLS-SEM

Molly Campbell, Yulia Bobkova, Ajay Kumar Shrestha

This paper investigates how gender shapes privacy decision-making in youth smart voice assistant (SVA) ecosystems. Using survey data from 469 Canadian youths aged 16-24, we apply m…

cs.CY2026

Toward Youth-Centered Privacy-by-Design in Smart Devices: A Systematic Review

Molly Campbell, Mohamad Sheikho Al Jasem, Ajay Kumar Shrestha

This literature review evaluates privacy-by-design frameworks, tools, and policies intended to protect youth in AI-enabled smart devices using a PRISMA-guided workflow. Sources fro…

cs.CY2026★ 1 cited

Convenience vs. Control: A Qualitative Study of Youth Privacy with Smart Voice Assistants

Molly Campbell, Trevor De Clark, Mohamad Sheikho Al Jasem +2

Smart voice assistants (SVAs) are embedded in the daily lives of youth, yet their privacy controls often remain opaque and difficult to manage. Through five semi-structured focus g…

cs.CY2026

From Framework to Practice: Youth Negotiations of Privacy with Smart Voice Assistants Through the PEA-AI Lens

Molly Campbell, Yulia Bobkova, Ajay Kumar Shrestha

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 d…

cs.CY2025★ 14 cited

Privacy Ethics Alignment in AI: A Stakeholder-Centric Framework for Ethical AI

Ankur Barthwal, Molly Campbell, Ajay Kumar Shrestha

The increasing integration of artificial intelligence (AI) in digital ecosystems has reshaped privacy dynamics, particularly for young digital citizens navigating data-driven envir…

cs.CY2025★ 8 cited

Ethical AI for Young Digital Citizens: A Call to Action on Privacy Governance

Austin Shouli, Ankur Barthwal, Molly Campbell +1

The rapid expansion of Artificial Intelligence (AI) in digital platforms used by youth has created significant challenges related to privacy, autonomy, and data protection. While A…

cs.CY2025★ 13 cited

Investigation of the Privacy Concerns in AI Systems for Young Digital Citizens: A Comparative Stakeholder Analysis

Molly Campbell, Ankur Barthwal, Sandhya Joshi +2

The integration of Artificial Intelligence (AI) systems into technologies used by young digital citizens raises significant privacy concerns. This study investigates these concerns…

cs.CY2024★ 18 cited

Navigating AI to Unpack Youth Privacy Concerns: An In-Depth Exploration and Systematic Review

Ajay Kumar Shrestha, Ankur Barthwal, Molly Campbell +4

This systematic literature review investigates perceptions, concerns, and expectations of young digital citizens regarding privacy in artificial intelligence (AI) systems, focusing…