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A Taxonomy-Driven Case Study of Australian Web Resources Against Technology-Facilitated Abuse

  • Dipankar Srirag,
  • Xiaolin Cen,
  • Rahat Masood,
  • Aditya Joshi

摘要

Technology-Facilitated Abuse (TFA) encompasses a broad and rapidly evolving set of behaviours in which digital systems are used to harass, monitor, threaten, or control individuals. Although prior research has documented many forms of TFA, there is no consolidated framework for understanding how abuse types, prevention measures, detection mechanisms, and support pathways relate across the abuse life cycle. This paper contributes (i) a unified, literature-derived taxonomy of TFA grounded in a structured review of peer-reviewed studies, and (ii) the first large-scale, taxonomy-aligned audit of institutional web resources in Australia. We crawl 306 government, non-government, and service-provider domains, obtaining 52,605 pages, and classify each using hierarchical zero-shot models to map web content onto our taxonomy. Complementary emotion and readability analyses reveal how institutions frame TFA and how accessible their guidance is to the public. Our findings show that institutional websites cover only a narrow subset of harms emphasised in the literature, with approximately 70% of all abuse labelled pages focused on harassment, comments abuse, or sexual abuse, while less than 1% address covert surveillance, economic abuse, or long-term controlling behaviours. Support pathways are similarly limited, with most resources (62%) centred on digital information hubs rather than counselling, legal assistance, or community-based services. Readability analysis further shows that much of this content is written at late secondary or early tertiary reading levels (for example, ARI 18 to 22 across major categories), which may be inaccessible to a substantial portion of at-risk users. By highlighting strengths and gaps in Australia’s support for TFA, our taxonomy and audit method provide a scalable basis for evaluating institutional communication, improving survivor resources, and guiding safer digital ecosystems across the Australian context. The taxonomy itself serves as a solid foundation for analyses in other national contexts to foster awareness regarding technology-facilitated abuse.