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Suleiman Saka

Publications and source records attributed to Suleiman Saka.

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SoK: Reviewing Two Decades of Security, Privacy, Accessibility, and Usability Studies on Internet of Things for Older Adults

The Internet of Things (IoT) has the potential to enhance older adults' independence and quality of life, but it also exposes them to security, privacy, accessibility, and usability (SPAU) risks. We conducted a systematic review of 44 peer-reviewed studies published between 2004 and 2024 using a five-phase screening pipeline. From each study, we extracted data on study design, IoT type, SPAU measures, and identified research gaps. We introduce the SPAU-IoT Framework, which comprises 27 criteria across four dimensions: security (e.g., resilience to cyber threats, secure authentication, encrypted communication, secure-by-default settings, and guardianship features), privacy (e.g., data minimization, explicit consent, and privacy-preserving analytics), accessibility (e.g., compliance with ADA/WCAG standards and assistive-technology compatibility), and usability (e.g., guided interaction, integrated assistance, and progressive learning). Applying this framework revealed that more than 70% of studies implemented authentication and encryption mechanisms, whereas fewer than 50% addressed accessibility or usability concerns. We further developed a threat model that maps IoT assets, networks, and backend servers to exploit vectors such as phishing, caregiver exploitation, and weak-password attacks, explicitly accounting for age-related vulnerabilities including cognitive decline and sensory impairment. Our results expose a systemic lack of integrated SPAU approaches in existing IoT research and translate these gaps into actionable, standards-aligned design guidelines for IoT systems designed for older adults.

cs.CR

"Watch My Health, Not My Data": Understanding Perceptions, Barriers, Emotional Impact, & Coping Strategies Pertaining to IoT Privacy and Security in Health Monitoring for Older Adults

The proliferation of "Internet of Things (IoT)" provides older adults with critical support for "health monitoring" and independent living, yet significant concerns about security and privacy persist. In this paper, we report on these issues through a two-phase user study, including a survey (N = 22) and semi-structured interviews (n = 9) with adults aged 65+. We found that while 81.82% of our participants are aware of security features like "two-factor authentication (2FA)" and encryption, 63.64% express serious concerns about unauthorized access to sensitive health data. Only 13.64% feel confident in existing protections, citing confusion over "data sharing policies" and frustration with "complex security settings" which lead to distrust and anxiety. To cope, our participants adopt various strategies, such as relying on family or professional support and limiting feature usage leading to disengagement. Thus, we recommend "adaptive security mechanisms," simplified interfaces, and real-time transparency notifications to foster trust and ensure "privacy and security by design" in IoT health systems for older adults.

cs.HC

Evaluating Privacy Measures in Healthcare Apps Predominantly Used by Older Adults

The widespread adoption of telehealth systems has led to a significant increase in the use of healthcare apps among older adults, but this rapid growth has also heightened concerns about the privacy of their health information. While HIPAA in the US and GDPR in the EU establish essential privacy protections for health information, limited research exists on the effectiveness of healthcare app privacy policies, particularly those used predominantly by older adults. To address this, we evaluated 28 healthcare apps across multiple dimensions, including regulatory compliance, data handling practices, and privacy-focused usability. To do this, we created a Privacy Risk Assessment Framework (PRAF) and used it to evaluate the privacy risks associated with these healthcare apps designed for older adults. Our analysis revealed significant gaps in compliance with privacy standards to such, only 25% of apps explicitly state compliance with HIPAA, and only 18% mention GDPR. Surprisingly, 79% of these applications lack breach protocols, putting older adults at risk in the event of a data breach.

cs.CR

User Perception and Actions Through Risk Analysis Concerning Cookies

A website browser cookie is a small file created by a web server upon visitation, which is placed in the user's browser directory to enhance the user's experience. However, first and third-party cookies have become a significant threat to users' privacy due to their data collection methods. To understand the users' perception of the risk of cookies and targeted advertisements, we conducted a user study through a control versus experimental group survey. Our goal was to gauge how user knowledge reflected their security and privacy preferences on the internet; thus, for the experimental group, we created a learning website and information videos through participatory design in a workshop with 15 participants. After that, by evaluating the responses of 68 participants through the survey, we analyzed user awareness of cookies, their privacy implications, and how risk communication can impact user behavior.

cs.CY