Examining the Current Status and Emerging Trends in Continuous Authentication Technologies through Citation Network Analysis

Author:

Jeong Jongkil Jay1ORCID,Zolotavkin Yevhen1ORCID,Doss Robin1ORCID

Affiliation:

1. Cyber Security Cooperative Research Centre and Deakin University—Centre for Cyber Security Research andInnovation (CSRI), Geelong, Victoria

Abstract

Continuous Authentication (CA) technologies enable users to be authenticated beyond just the point of entry. In this article, we conduct a comprehensive review of over 2,300 articles to (a) identify the main components of CA research to date, and (b) explore the current gaps and future research directions. Through a Citation Network Analysis (CNA), we identified that there are currently three primary focus research areas on CA - Keystroke Dynamics; Mouse Movements; and Mobile Device Touch, as well as identify an emerging trend in more recent studies on multi-modal CA authentication which utilises the numerous sensors that are embedded in modern mobile devices. This study also highlights the current gaps in the literature such as the need for a consensus over how to evaluate the application and utility of CA, and the need to examine the feasibility of CA technologies that currently exist based on more use case studies.

Funder

Cyber Security Research Centre Limited

Australian Government’s Cooperative Research Centres Program

Publisher

Association for Computing Machinery (ACM)

Subject

General Computer Science,Theoretical Computer Science

Reference115 articles.

1. Sensor-Based Continuous Authentication of Smartphones’ Users Using Behavioral Biometrics: A Contemporary Survey

2. WACA: Wearable-Assisted Continuous Authentication

3. Biometric Recognition Based on Free-Text Keystroke Dynamics

4. A New Biometric Technology Based on Mouse Dynamics

5. Abdulwahid Al Abdulwahid, Nathan Clarke, Ingo Stengel, Steven Furnell, and Christoph Reich. 2015. A survey of continuous and transparent multibiometric authentication systems. In Proceedings of the European Conference on Cyber Warfare and Security. 1–10.

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