SafeSpace: An Integrated Web Application for Digital Safety and Emotional Well-being

TL;DR

SafeSpace is a comprehensive web platform that combines toxicity detection, emergency safety alerts, and emotional resilience assessments to enhance online safety and emotional well-being.

Contribution

It introduces an integrated system unifying digital safety and emotional health tools, a novel approach not previously combined in a single platform.

Findings

93% precision in toxicity detection

100% reliability in safety alerts

92% agreement in questionnaire scoring

Abstract

In the digital era, individuals are increasingly exposed to online harms such as toxicity, manipulation, and grooming, which often pose emotional and safety risks. Existing systems for detecting abusive content or issuing safety alerts operate in isolation and rarely combine digital safety with emotional well-being. In this paper, we present SafeSpace, a unified web application that integrates three modules: (1) toxicity detection in chats and screenshots using NLP models and Google's Perspective API, (2) a configurable safety ping system that issues emergency alerts with the user's live location (longitude and latitude) via SMTP-based emails when check-ins are missed or SOS alerts are manually triggered, and (3) a reflective questionnaire that evaluates relationship health and emotional resilience. The system employs Firebase for alert management and a modular architecture designed for usability, privacy, and scalability. The experimental evaluation shows 93% precision in toxicity detection, 100% reliability in safety alerts under emulator tests, and 92% alignment between automated and manual questionnaire scoring. SafeSpace, implemented as a web application, demonstrates the feasibility of integrating detection, protection, and reflection within a single platform, with future deployment envisioned as a mobile application for broader accessibility.