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Content-based technical solution for cyberstalking detection

  • Catholic University College of Ghana
Research Output:
Chapter in Book/Report/Conference proceeding
Conference contribution
 Peer-review

Sustainable Development Goals

  • SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well
  • SDG 16 - Peace, Justice and Strong Institutions
    SDG 16 Peace, Justice and Strong Institutions

Abstract

The continued usage of technology has led to the rise of cyberstalking. Cyberstalking is seen as traditional method of stalking that has been altered by technology. This crime has now been modernized using technological tools and techniques. The continued increase in cyberstalking in the world today has drawn attention to the need to address this problem. Though studies on this crime have been conducted in the fields of criminology, legal, public health, sociology, and psychology, it still remains a challenge to detect, prevent, and investigate this crime. Traditional stalking methods have been used to combat it, despite the fact that this crime is committed online. Unfortunately, these methods have provided few solutions for detecting and preventing it. The prevalence of this crime, combined with technological advancement, has necessitated the development of technical strategies to mitigate it, protect victims, and assist law enforcement agencies. In this study, a content-based detection framework for cyberstalking is proposed. The framework consists of message identification, filtering, detection (content detection and profiling offender) and evidence modules. It is designed as a forensic readiness framework that can automatically detect cyberstalking, gather evidence and profile potential offenders. The framework employs machine learning, data mining techniques, digital forensics, and profiling to analyze text, image, and media contents, collect evidence, and profile offenders. This framework would not only detect cyberstalking automatically, but it would also be useful as an investigative tool for law enforcement.

Publication Information

Output type

Research Output:
Chapter in Book/Report/Conference proceeding
Conference contribution
 Peer-review

Original language

English

Article number

9486770

Pages from-to (Number of pages)

Pages 89-95 (7 pages)

Publication milestones

  • Published - 27/07/2021

Publication status

Published - 27/07/2021

Publisher

Institute of Electrical and Electronics Engineers Inc., United States

Publication series

  • Publication series name: 2021 3rd International Conference on Computer Communication and the Internet, ICCCI 2021

ISBN (Print)

9781728176192

ISBN (Electronic)

9781728176185

Publication IDs

  • handle.net: 10547/625287
  • Scopus: 85112141306

Host publication title

2021 3rd International Conference on Computer Communication and the Internet, ICCCI 2021

Access to documents

Publication metrics

Metrics

Scopus
citations
11, opens in new tab

PlumX, opens in new tab

Captures
22
Citation count
11

Related Event

Title

2021 3rd International Conference on Computer Communication and the Internet

Description

2021 3rd International Conference on Computer Communication and the Internet (25/06/2021-27/06/2021, Nagoya)

Event type

Conference

Date

25/06/2021 - 27/06/2021

Location

Nagoya