Home > Research > Publications & Outputs > Measuring the Effect of Induced Persona on Agen...

Electronic data

  • SANDMAN (NLPAICS 2024)

    Accepted author manuscript, 357 KB, PDF document

    Available under license: CC BY: Creative Commons Attribution 4.0 International License

View graph of relations

Measuring the Effect of Induced Persona on Agenda Creation in Language-based Agents for Cyber Deception: Language Agents for Cyber Deception

Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

Published
Publication date29/07/2024
Number of pages11
Pages48-58
<mark>Original language</mark>English
EventNatural Language Processing and Artificial Intelligence for Cyber Security - Lancaster, United Kingdom
Duration: 29/07/202430/07/2024
https://www.lancaster.ac.uk/dsi/about-us/events/natural-language-processing-and-artificial-intelligence-for-cyber-security-nlpaics-2024/

Conference

ConferenceNatural Language Processing and Artificial Intelligence for Cyber Security
Abbreviated titleNLPAICS 2024
Country/TerritoryUnited Kingdom
CityLancaster
Period29/07/2430/07/24
Internet address

Abstract

This paper presents the SANDMAN architecture for cyber deception, employing Language Agents to create convincing human simulacra. These "Deceptive Agents" serve as advanced cyber decoys, designed to engage attackers to extend the observation period of attack behaviours. This research demonstrates the viability of persona-driven Deceptive Agents to generate plausible human activity to enhance the effectiveness of cyber deception strategies. Through experimentation, measurement and analysis, we illustrate how a prompt schema induces specific "personalities", defined by the five-factor model of personality, in Large Language Models to generate measurably diverse, and plausible, behaviours.