Cyberbullying has become a pervasive issue based on the rise of cell phones and internet usage affecting individuals worldwide. This paper proposes an open-source intelligence pipeline using data from Twitter to track keywords relevant to cyberbullying in social media to build dashboards for law enforcement agents. We discuss the prevalence of cyberbullying on social media, factors that compel individuals to indulge in cyberbullying, and the legal implications of cyberbullying in different countries also highlight the lack of direction, resources, training, and support that law enforcement officers face in investigating cyberbullying cases. The proposed interventions for cyberbullying involve collective efforts from various stakeholders, including parents, law enforcement, social media platforms, educational institutions, educators, and researchers. Our research provides a framework for cyberbullying and provides a comprehensive view of the digital landscape for investigators to track and identify cyberbullies, their tactics, and patterns. An OSINT dashboard with real-time monitoring empowers law enforcement to swiftly take action, protect victims, and make significant strides toward creating a safer online environment.
翻译:网络霸凌已成为伴随手机和互联网使用普及而日益严峻的问题,对全球个体造成广泛影响。本文提出一种利用Twitter数据的开源情报管线,用于追踪社交媒体中与网络霸凌相关的关键词,从而为执法人员构建可视化仪表盘。我们探讨了网络霸凌在社交媒体中的普遍性、促使个体参与网络霸凌的因素、以及不同国家对其的法律界定,同时强调了执法人员在调查网络霸凌案件时面临的方向缺失、资源不足、培训欠缺与支持匮乏等困境。应对网络霸凌的干预措施需要家长、执法机构、社交媒体平台、教育机构、教育工作者及研究人员等多方利益相关者的协同努力。本研究为网络霸凌提供了系统性框架,使调查人员能够全面审视数字环境,追踪并识别网络霸凌者及其策略与行为模式。具备实时监控功能的开源情报仪表盘将赋能执法机构快速采取行动、保护受害者,并为构建更安全的网络环境迈出重要步伐。