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A safety risk assessment framework for children's online safety based on a novel safety weakness assessment approach
Vinh-Thong Ta ·
Summary
Written by AI, not yet AICS's view · claude-haiku-4-5-20251001This paper presents a framework for assessing safety risks in online services and applications specifically designed for children. The authors argue that existing security and privacy assessment methods focus on protecting businesses rather than addressing children's unique vulnerabilities online. They propose a novel approach using automated mathematical reasoning to systematically evaluate potential safety weaknesses. The framework is intended to help service designers, auditors, and researchers understand and mitigate online harms faced by children.
Key points
- Existing data protection and privacy regulations have not prevented increases in online safety harms, risks and criminal incidents affecting children
- Current security assessment approaches focus mainly on protecting businesses from financial loss rather than addressing children's specific needs
- The proposed framework uses explainable, automated mathematical reasoning to evaluate safety weaknesses in online services and applications
- The approach aims to enable Safety-by-Design in the system design phase
- The framework could support development of age-appropriate warnings and educational materials for children and parents
Limitations
This document describes a proposed framework rather than evaluating its effectiveness. It does not present empirical testing of the framework's ability to identify or prevent actual harms to children, nor does it demonstrate how the framework performs in practice compared to existing approaches.
Abstract
This paper addresses the problem of children's online safety in the context of the growing digital landscape. With a surge in the use of digital technology among children, there has been an increase in online safety harms, risks and criminal incidents despite existing data protection and online privacy protection regulations. Most general security and privacy assessment approaches/standards focus mainly on protecting businesses from financial loss, but there remains a notable gap in methodologies specifically designed to cater to the unique challenges faced by children in the online space. To fill this gap, we propose a safety risk assessment approach that focuses specifically on children's online safety. The key novelty of our approach is providing an explainable and systematic evaluation of potential safety weaknesses of online services and applications based on precise automated mathematical reasoning. This framework has the potential to assist online service and app designers during the system design phase enabling them to proactively ensure Safety-by-Design, as well as auditors and users to understand the risks posed by existing services/apps, promoting further research on designing age-appropriate warnings and education materials for children and parents.