Modeling human behaviour with higher order logic: insider threats

Conference paper

Boender, J., Kammueller, F., Ivanova, M. and Primiero, G. 2014. Modeling human behaviour with higher order logic: insider threats. 4th Workshop on Socio-Technical Aspects in Security and Trust. Vienna Technical University, Vienna, Austria 18 Jul 2014 Institute of Electrical and Electronics Engineers (IEEE). pp. 31-39
TypeConference paper
TitleModeling human behaviour with higher order logic: insider threats
AuthorsBoender, J., Kammueller, F., Ivanova, M. and Primiero, G.
Abstract

In this paper, we approach the problem of modeling the human component in technical systems with a view on the difference between the use of model and theory in sociology and computer science. One aim of this essay is to show that building of theories and models for sociology can be compared to and implemented in Higher Order Logic. We validate this working hypothesis by revisiting Weber's understanding explanation. We review Higher Order Logic (HOL) as a foundation for computer science and summarize its use of theories relating it to the sociological process of logical explanation. As a case study on modeling human behaviour, we present the modeling and analysis of insider threats as a Higher Order Logic theory in Isabelle/HOL. We show how each of the three step process of sociological explanation can be seen in our modeling of insider's state, its context within an organisation and the effects on security as outcomes of a theorem proving analysis.

Conference4th Workshop on Socio-Technical Aspects in Security and Trust
Page range31-39
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Publication dates
Print18 Jul 2014
Publication process dates
Deposited23 Apr 2015
Output statusPublished
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Web address (URL)http://dx.doi.org/10.1109/STAST.2014.13
LanguageEnglish
Book title2014 Workshop on Socio-Technical Aspects in Security and Trust (STAST)
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