THE THREE-FUNCTION ADAPTIVE PERSONAL SAFETY ARCHITECTURE (TF-APSA)

AbstractSexual violence, threatened assault, interpersonal violence, bullying, accidents, and other emergencies can require rapid communication and coordinated assistance. Existing personal safety approaches may depend on a user's ability to access a telephone, maintain network connectivity, communicate a location, or obtain a timely response from another person or institution. A safety device may successfully transmit an alert without ensuring that the alert is received or that meaningful assistance follows.This paper proposes the Three-Function Adaptive Personal Safety Architecture (TF-APSA), a gender-inclusive conceptual framework centered on sexual-violence threat and attempted-rape response as its primary analytical case. The proposed architecture contains three functions: Universal Emergency Signalling (UES), Immediate Non-Injurious Protective Response (INPR), and Last-Resort Sexual-Violence Safety Response (LSSR). The functions are coordinated but are not required to operate as a rigid sequence. The first is intended for serious emergencies involving the user or another person. The second concerns immediate, non-injurious protective assistance. The third concerns the continuation of protective communication and emergency support when a sexual- violence threat persists or earlier response pathways fail.The paper formalizes the proposed system boundary, operating states, variables, communication events, reliability measures, failure conditions, research hypotheses, evaluation criteria, privacy constraints, and interdisciplinary applications. It also proposes a portfolio of thirty secondary cases and a traceability framework linking those cases to the primary case.The contribution is a structured research architecture rather than a claim of a newly proven universal law. Originality, technical feasibility, usability, social effectiveness, and crime-reduction outcomes remain research questions requiring literature review, prior-art comparison, simulation, ethical review, and empirical evaluation.Keywords: personal safety; emergency signalling; sexual violence; wearable safety systems; adaptive architecture; emergency response; reliability engineering; privacy engineering; formal systems; criminology; public policy

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23889105
Primary Topic
Sexual Assault and Victimization Studies
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

THE THREE-FUNCTION ADAPTIVE PERSONAL SAFETY ARCHITECTURE (TF-APSA)

Shamiul Hoque Shan
Zenodo (CERN European Organization for Nuclear Research)
Sexual Assault and Victimization Studies
preprint

THE THREE-FUNCTION ADAPTIVE PERSONAL SAFETY ARCHITECTURE (TF-APSA)

Shamiul Hoque Shan
preprint en

Abstract

AbstractSexual violence, threatened assault, interpersonal violence, bullying, accidents, and other emergencies can require rapid communication and coordinated assistance. Existing personal safety approaches may depend on a user's ability to access a telephone, maintain network connectivity, communicate a location, or obtain a timely response from another person or institution. A safety device may successfully transmit an alert without ensuring that the alert is received or that meaningful assistance follows.This paper proposes the Three-Function Adaptive Personal Safety Architecture (TF-APSA), a gender-inclusive conceptual framework centered on sexual-violence threat and attempted-rape response as its primary analytical case. The proposed architecture contains three functions: Universal Emergency Signalling (UES), Immediate Non-Injurious Protective Response (INPR), and Last-Resort Sexual-Violence Safety Response (LSSR). The functions are coordinated but are not required to operate as a rigid sequence. The first is intended for serious emergencies involving the user or another person. The second concerns immediate, non-injurious protective assistance. The third concerns the continuation of protective communication and emergency support when a sexual- violence threat persists or earlier response pathways fail.The paper formalizes the proposed system boundary, operating states, variables, communication events, reliability measures, failure conditions, research hypotheses, evaluation criteria, privacy constraints, and interdisciplinary applications. It also proposes a portfolio of thirty secondary cases and a traceability framework linking those cases to the primary case.The contribution is a structured research architecture rather than a claim of a newly proven universal law. Originality, technical feasibility, usability, social effectiveness, and crime-reduction outcomes remain research questions requiring literature review, prior-art comparison, simulation, ethical review, and empirical evaluation.Keywords: personal safety; emergency signalling; sexual violence; wearable safety systems; adaptive architecture; emergency response; reliability engineering; privacy engineering; formal systems; criminology; public policy

Zenodo (CERN European Organization for Nuclear Research)
Gender equality, Good health and well-being, Peace, justice, and strong institutions
Sexual Assault and Victimization Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
THE THREE-FUNCTION ADAPTIVE PERSONAL SAFETY ARCHITECTURE (TF-APSA) — Shamiul Hoque Shan · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS