A Taxonomy-Driven Case Study of Australian Web Resources Against Technology-Facilitated Abuse
Dipankar Srirag, Xiaolin Cen, Rahat Masood, Aditya Joshi

TL;DR
This study develops a taxonomy of Technology-Facilitated Abuse (TFA) and audits Australian institutional web resources, revealing limited coverage of abuse types and accessibility issues, to improve support and awareness.
Contribution
It introduces a comprehensive taxonomy of TFA and conducts the first large-scale, taxonomy-aligned audit of Australian web resources on TFA.
Findings
Most web content focuses on harassment and sexual abuse.
Less than 1% of pages address covert surveillance or economic abuse.
Content readability often exceeds the average user's reading level.
Abstract
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 a unified, literature-derived taxonomy of TFA grounded in a structured review of peer-reviewed studies, and 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 using zero-shot topic models to map web content onto our taxonomy. An emotion and readability analyses reveal how institutions frame TFA and how accessible…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsHate Speech and Cyberbullying Detection · Stalking, Cyberstalking, and Harassment · Bullying, Victimization, and Aggression
