Modeling human behaviour with higher order logic: insider threats

Conference paper

Boender, J., Ivanova, M., Kammueller, F. and Primiero, G. 2014. Modeling human behaviour with higher order logic: insider threats. 4th Workshop on Socio-Technical Aspects in Security and Trust (STAST 2014). Vienna, Austria 18 Jul 2014 IEEE. pp. 31-39 https://doi.org/10.1109/STAST.2014.13
TypeConference paper
TitleModeling human behaviour with higher order logic: insider threats
AuthorsBoender, J., Ivanova, M., Kammueller, F. 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 focus on constructive realism in the context of logical 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.

Research GroupFoundations of Computing group
Conference4th Workshop on Socio-Technical Aspects in Security and Trust (STAST 2014)
Page range31-39
Proceedings Title2014 Workshop on Socio-Technical Aspects in Security and Trust
ISSN2325-1689
Electronic2325-1697
ISBN
Electronic9781479979011
PublisherIEEE
Publication dates
Print18 Jul 2014
Online11 Dec 2014
Publication process dates
Deposited23 Apr 2015
Output statusPublished
Copyright Statement

This is an author full text version.
© 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Digital Object Identifier (DOI)https://doi.org/10.1109/STAST.2014.13
Web address (URL) of conference proceedingshttps://doi.org/10.1109/STAST35576.2014
LanguageEnglish
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Kammueller, F. and Probst, C. 2014. Combining generated data models with formal invalidation for insider threat analysis. 2014 IEEE Security and Privacy Workshops (SPW): Workshop on Research for Insider Threat (WRIT 2014). San Jose, California, USA 17 - 18 May 2014 Institute of Electrical and Electronics Engineers (IEEE). pp. 229-235 https://doi.org/10.1109/SPW.2014.45
Verification of DNSsec delegation signatures
Kammueller, F. 2014. Verification of DNSsec delegation signatures. 21st International IEEE Conference on Telecommunication. Lisbon 04 - 07 May 2014 Institute of Electrical and Electronics Engineers (IEEE). pp. 298-392 https://doi.org/10.1109/ICT.2014.6845127
Invalidating policies using structural information
Kammueller, F. and Probst, C. 2014. Invalidating policies using structural information. Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications. 5 (2), pp. 59-79. https://doi.org/10.22667/JOWUA.2014.06.31.059
A probabilistic analysis framework for malicious insider threats
Chen, T., Kammueller, F., Nemli, I. and Probst, C. 2015. A probabilistic analysis framework for malicious insider threats. 3rd International Conference on Human Aspects of Information Security, Privacy and Trust, HAS 2015, held as part of HCI International 2015. Los Angeles, California, USA 02 - 07 Aug 2015 Springer. pp. 178-189
Confinement for active objects
Kammueller, F. 2015. Confinement for active objects. International Journal of Advanced Computer Science and Applications. 6 (2), pp. 246-261. https://doi.org/10.14569/IJACSA.2015.060236
On malfunctioning software
Floridi, L., Fresco, N. and Primiero, G. 2015. On malfunctioning software. Synthese. 192 (4), pp. 1199-1220. https://doi.org/10.1007/s11229-014-0610-3
A taxonomy of errors for information systems
Primiero, G. 2014. A taxonomy of errors for information systems. Minds and Machines. 24 (3), pp. 249-273. https://doi.org/10.1007/s11023-013-9307-5
The role of resilience and value for effective co-design of information systems
Barn, B., Barn, R. and Primiero, G. 2014. The role of resilience and value for effective co-design of information systems. in: Proceedings of the Conference of the International Association for Computing and Philosophy (IACAP 14) Springer Synthese Library.
Towards cyber-physical systems as services: the ASIP protocol
Bordoni, M., Bottone, M., Fields, B., Gorogiannis, N., Margolis, M., Primiero, G. and Raimondi, F. 2015. Towards cyber-physical systems as services: the ASIP protocol. 2015 IEEE/ACM 1st International Workshop on Software Engineering for Smart Cyber-Physical Systems (SEsCPS). Florence, Italy 17 - 17 May 2015 IEEE. pp. 52-55 https://doi.org/10.1109/SEsCPS.2015.18
Minimizing transitive trust threats in software management systems
Boender, J., Primiero, G. and Raimondi, F. 2015. Minimizing transitive trust threats in software management systems. 13th Annual Conference on Privacy, Security and Trust (PST 2015). Izmir, Turkey 21 - 23 Jul 2015 IEEE. pp. 191-198 https://doi.org/10.1109/PST.2015.7232973
Software theory change for resilient near-complete specifications
Primiero, G. and Raimondi, F. 2015. Software theory change for resilient near-complete specifications. 2nd International Workshop on Computational Antifragility and Antifragile Engineering (ANTIFRAGILE 2015). London, UK 02 - 05 Jun 2015 Elsevier. https://doi.org/10.1016/j.procs.2015.05.091
A framework for trustworthiness assessment based on fidelity in cyber and physical domains
De Florio, V. and Primiero, G. 2015. A framework for trustworthiness assessment based on fidelity in cyber and physical domains. 2nd International Workshop on Computational Antifragility and Antifragile Engineering (ANTIFRAGILE 2015). London, UK 02 - 05 Jun 2015 Elsevier. https://doi.org/10.1016/j.procs.2015.05.092
Formalization of quantum protocols using Coq
Boender, J., Kammueller, F. and Nagarajan, R. 2015. Formalization of quantum protocols using Coq. The 12th International Workshop on Quantum Physics and Logic (QPL 2015). Oxford, United Kingdom 15 - 17 Jul 2015 pp. 71-83
An approach to early evaluation of informational privacy requirements
Barn, B., Primiero, G. and Barn, R. 2015. An approach to early evaluation of informational privacy requirements. 30th Annual ACM Symposium on Applied Computing. Salamanca, Spain 13 - 17 Apr 2015 Association for Computing Machinery (ACM). pp. 1370-1375 https://doi.org/10.1145/2695664.2695788
A racket-based robot to teach first-year computer science
Androutsopoulos, K., Gorogiannis, N., Loomes, M., Margolis, M., Primiero, G., Raimondi, F., Varsani, P., Weldin, N. and Zivanovic, A. 2014. A racket-based robot to teach first-year computer science. 7 th European Lisp Symposium. IRCAM, Paris, France 05 - 06 May 2014 pp. 54-61
J-Calc: a typed lambda calculus for intuitionistic justification logic
Pouliasis, K. and Primiero, G. 2014. J-Calc: a typed lambda calculus for intuitionistic justification logic. Electronic Notes in Theoretical Computer Science. 300, pp. 71-87. https://doi.org/10.1016/j.entcs.2013.12.012
Managing the complexity of large free and open source package-based software distributions
Mancinelli, F., Boender, J., Di Cosmo, R., Vouillon, J., Durak, B., Leroy, X. and Treinen, R. 2006. Managing the complexity of large free and open source package-based software distributions. Automated Software Engineering, 2006. ASE '06. 21st IEEE/ACM International Conference on. https://doi.org/10.1109/ASE.2006.49
Small world characteristics of FLOSS distributions
Boender, J. and Fernandes, S. 2014. Small world characteristics of FLOSS distributions. in: Counsell, S. and Núñez, M. (ed.) Software Engineering and Formal Methods : SEFM 2013 Collocated Workshops: BEAT2, WS-FMDS, FM-RAIL-Bok, MoKMaSD, and OpenCert, Madrid, Spain, September 23-24, 2013, Revised Selected Papers Springer International Publishing. pp. 417-429
On the correctness of a branch displacement algorithm
Boender, J. and Sacerdoti Coen, C. 2014. On the correctness of a branch displacement algorithm. in: Ábrahám, E. and Havelund, K. (ed.) Tools and Algorithms for the Construction and Analysis of Systems : 20th International Conference, TACAS 2014, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2014, Grenoble, France, April 5-13, 2014. Proceedings Springer.
Algorithmic check of standards for information quality dimensions
Primiero, G. 2014. Algorithmic check of standards for information quality dimensions. in: Floridi, L. and Illari, P. (ed.) The philosophy of information quality Springer.
On the ontology of the computing process and the epistemology of the computed
Primiero, G. 2014. On the ontology of the computing process and the epistemology of the computed. Philosophy & Technology. 27 (3), pp. 485-489. https://doi.org/10.1007/s13347-014-0174-7
Facing computing as technique: towards a history and philosophy of computing
De Mol, L. and Primiero, G. 2014. Facing computing as technique: towards a history and philosophy of computing. Philosophy & Technology. 27 (3), pp. 321-326. https://doi.org/10.1007/s13347-014-0169-4
Model checking degrees of belief in a system of agents
Primiero, G., Raimondi, F. and Rungta, N. 2014. Model checking degrees of belief in a system of agents. AAMAS 2014: 13th International Conference on Autonomous Agents and Multiagent Systems. Paris, France 05 - 09 May 2014 International Foundation for Autonomous Agents and Multiagent Systems. pp. 133-140
Programming the MIRTO robot with neurons
Huyck, C., Primiero, G. and Raimondi, F. 2014. Programming the MIRTO robot with neurons. 5th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2014. Cambridge, MA, USA 07 - 09 Nov 2014 Elsevier. https://doi.org/10.1016/j.procs.2014.11.087
A typed natural deduction calculus to reason about secure trust
Primiero, G. and Raimondi, F. 2014. A typed natural deduction calculus to reason about secure trust. 2014 Twelfth Annual Conference on Privacy, Security and Trust (PST). Toronto, Canada 23 - 24 Jul 2014 Institute of Electrical and Electronics Engineers (IEEE). pp. 379-382 https://doi.org/10.1109/PST.2014.6890963
The semantics of untrustworthiness
Primiero, G. and Laszlo, K. 2016. The semantics of untrustworthiness. Topoi. 35 (1). https://doi.org/10.1007/s11245-013-9227-2
Proceeding in abstraction. From concepts to types and the recent perspective on information
Primiero, G. 2009. Proceeding in abstraction. From concepts to types and the recent perspective on information. History and Philosophy of Logic. 30 (3), pp. 257-282. https://doi.org/10.1080/01445340902872630
An epistemic logic for becoming informed
Primiero, G. 2009. An epistemic logic for becoming informed. Synthese. 167 (2), pp. 363-389. https://doi.org/10.1007/s11229-008-9413-8
A modal type theory for formalizing trusted communications
Primiero, G. and Taddeo, M. 2012. A modal type theory for formalizing trusted communications. Journal of Applied Logic. 10 (1), pp. 92-114. https://doi.org/10.1016/j.jal.2011.12.002
Network information flow control: proof of concept
Alghothami, A. and Kammueller, F. 2013. Network information flow control: proof of concept. SMC 2013: IEEE International Conference on Systems, Man, and Cybernetics. Manchester, UK 13 - 16 Oct 2013 IEEE. pp. 2957-2962 https://doi.org/10.1109/SMC.2013.504
DNSsec in Isabelle – replay attack and origin authentication
Kammueller, F., Kirsal-Ever, Y. and Cheng, X. 2013. DNSsec in Isabelle – replay attack and origin authentication. SMC 2013: IEEE International Conference on Systems, Man, and Cybernetics. Manchester, UK 13 - 16 Oct 2013 IEEE. pp. 4772-4777 https://doi.org/10.1109/SMC.2013.812
Sound tools for package dependency management in free and open source software distributions
Boender, J. 2007. Sound tools for package dependency management in free and open source software distributions. Feller, J., Fitzgerald, B., Scacchi, W. and Sillitti, A. (ed.) Berlin and Heidelberg, Germany Springer.
Strong dependencies between software components
Abate, P., Di Cosmo, R., Boender, J. and Zacchiroli, S. 2009. Strong dependencies between software components. in: 2009 3rd International Symposium on Empirical Software Engineering and Measurement (ESEM 2009). IEEE. pp. 89 -99
Efficient computation of dominance in component systems (short paper)
Boender, J. 2011. Efficient computation of dominance in component systems (short paper). in: Software engineering and formal methods: 9th International Conference, SEFM 2011, Montevideo, Uruguay, November 14-18, 2011. Proceedings Berlin and Heidelberg, Germany Springer.
A semi-lattice model for multi-lateral security
Kammueller, F. 2013. A semi-lattice model for multi-lateral security. in: Data privacy management and autonomous spontaneous security Berlin, Germany Springer.
A security model for functional active objects
Kammueller, F. 2012. A security model for functional active objects. Francisco, C., Kim, V., Miguel, C. and Andreas, K. (ed.) First International Symposium Communicability, Computer Graphics and Innovative Design for Interactive Systems (CCGIDIS 2011). Berlin Springer. https://doi.org/10.1007/978-3-642-33760-4_4
A security model for functional active objects with an implementation in Erlang
Fleck, A. and Kammueller, F. 2011. A security model for functional active objects with an implementation in Erlang. in: Ficarra, F., Kratky, A., Veltman, K., Ficarra, M., Nicol, E. and Brie, M. (ed.) Computational informatics, social factors and new information technologies: hypermedia perspectives and avant-garde experiences in the era of communicability expansion Bergamo, Italy Blue Herons.
Engineering security protocols with modelchecking – Radius-SHA256 and secured simple protocol.
Kammueller, F., Mapp, G., Patel, S. and Sani, A. 2012. Engineering security protocols with modelchecking – Radius-SHA256 and secured simple protocol. International Conference on Internet Monitoring and Protection (ICIMP 2012). Stuttgart, Germany 27 May - 01 Jun 2012 Xpert Publishing Service.
Review for the American Mathematical Society (AMS): A. Francalanza et al. Permission-based separation logic for message-passing concurrency. Logical methods in computer science, 7: 1-47, 2011
Kammueller, F. 2012. Review for the American Mathematical Society (AMS): A. Francalanza et al. Permission-based separation logic for message-passing concurrency. Logical methods in computer science, 7: 1-47, 2011. Mathematical Reviews.
Reviews for the American Mathematical Society (AMS): Russell O’Connor. Classical mathematics for a constructive world. MSCS (21): 861–882, Cambridge University Press. 2010.
Kammueller, F. 2012. Reviews for the American Mathematical Society (AMS): Russell O’Connor. Classical mathematics for a constructive world. MSCS (21): 861–882, Cambridge University Press. 2010. Mathematical Reviews.
A locally nameless theory of objects
Henrio, L., Kammueller, F., Lutz, B. and Sudhof, H. 2010. A locally nameless theory of objects. SAFA Annual Workshop on Formal Techniques (SAFA’2010). 2229 Route des Crêtes, 06560, Valbonne, Provence-Alpes-Côte d'Azur, France
Locally nameless sigma calculus
Henrio, L., Kammueller, F., Lutz, B. and Sudhof, H. 2010. Locally nameless sigma calculus. Archive of Formal Proof.
Formalizing statecharts using hierarchical automata
Helke, S. and Kammueller, F. 2010. Formalizing statecharts using hierarchical automata. Archive of Formal Proof.
Radius-SHA256 – verified remote authentication with secure hashing.
Kammueller, F. and Patel, S. 2011. Radius-SHA256 – verified remote authentication with secure hashing. First Global Conference on Communication, Science and Information Engineering, CCSIE’11. Middlesex University 25 - 27 Jul 2011
ASPfun: a typed functional active object calculus
Henrio, L., Kammueller, F. and Lutz, B. 2012. ASPfun: a typed functional active object calculus. Science of Computer Programming. 77 (7-8), pp. 823-847. https://doi.org/10.1016/j.scico.2010.12.008
Application of verification techniques to security: model checking insider attacks
Kammueller, F., Probst, C. and Raimondi, F. 2012. Application of verification techniques to security: model checking insider attacks. 1st International Conference on Software and Emerging Technologies for Education, Culture, Entertainment, and Commerce (SETECEC 2012): New Directions in Multimedia Mobile Computing, Social Networks, Human-Computer Interaction and Communicability. Venice, Italy 28 - 29 Mar 2012 Blue Herons editions.
Modelchecking non-functional requirements for interface specifications.
Kammueller, F. and Preibusch, S. 2008. Modelchecking non-functional requirements for interface specifications. European Joint Conference on Theory and Practice of Software, 2008, (Foundations of Interface technologies). Budapest 29 Mar - 06 Apr 2008
Compositionality of aspect weaving.
Kammueller, F. and Sudhof, H. 2008. Compositionality of aspect weaving. in: Mahr, B. and Sheng, H. (ed.) Autonomous systems: self-organisation, management, and control. Springer Verlag. pp. 87-96
Interactive theorem proving in software engineering.
Kammueller, F. 2008. Interactive theorem proving in software engineering. Saarbrücken, Germany VDM Verlag Dr. Mueller.
Using functional active objects to enforce privacy
Kammueller, F. 2010. Using functional active objects to enforce privacy. 5th Conference on Network Architectures and Information Systems Security. Menton, France 18 - 21 May 2010
Enhancing privacy implementations of database enquiries
Kammueller, F. and Kammueller, R. 2009. Enhancing privacy implementations of database enquiries. IEEE. pp. 45-50 https://doi.org/10.1109/ICIMP.2009.15
Implementing privacy with Erlang active objects
Fleck, A. and Kammueller, F. 2010. Implementing privacy with Erlang active objects. International Conference on Internet Monitoring and Protection. Barcelona 09 - 15 May 2010 IEEE. pp. 141-146 https://doi.org/10.1109/ICIMP.2010.27
Functional active objects: typing and formalisation
Henrio, L. and Kammueller, F. 2009. Functional active objects: typing and formalisation. Elsevier. https://doi.org/10.1016/j.entcs.2009.10.026
Feature link propagation across variability representations with Isabelle/HOL
Kammueller, F., Rein, A. and Reiser, M. 2010. Feature link propagation across variability representations with Isabelle/HOL. Rubin, J., Botterweck, G., Mezini, M., Maman, I. and Lero, A. (ed.) New York Association for Computing Machinery (ACM). pp. 48-53
Checking the TWIN elevator system by translating object-Z to SMV
Preibusch, S. and Kammueller, F. 2008. Checking the TWIN elevator system by translating object-Z to SMV. Lecture Notes in Computer Science. 4916, pp. 38-55. https://doi.org/10.1007/978-3-540-79707-4
Composing safely: a type system for aspects
Kammueller, F. and Sudhof, H. 2008. Composing safely: a type system for aspects. Lecture Notes in Computer Science. 4954, pp. 231-247. https://doi.org/10.1007/978-3-540-78789-1_18
Security analysis of private data enquiries in Erlang
Kammueller, F. and Kammueller, R. 2009. Security analysis of private data enquiries in Erlang. International Journal on Advances in Security. 2 (2&3), pp. 242-255.
An asynchronous distributed component model and its semantics
Henrio, L., Kammueller, F. and Rivera, M. 2009. An asynchronous distributed component model and its semantics. Lecture Notes in Computer Science. 5751, pp. 159-179. https://doi.org/10.1007/978-3-642-04167-9_9
A framework for reasoning on component composition
Henrio, L., Kammueller, F. and Khan, M. 2010. A framework for reasoning on component composition. Lecture Notes in Computer Science. 6286, pp. 1-20. https://doi.org/10.1007/978-3-642-17071-3_1
Formalizing non-interference for a simple bytecode language in Coq
Kammueller, F. 2008. Formalizing non-interference for a simple bytecode language in Coq. Formal Aspects of Computing. 20 (3), pp. 259-275.
Mechanical analysis of finite idempotent relations
Kammueller, F. 2011. Mechanical analysis of finite idempotent relations. Fundamenta Informaticae. 107 (1), pp. 43-65. https://doi.org/10.3233/FI-2011-392
Privacy enforcement and analysis for functional active objects
Kammueller, F. 2011. Privacy enforcement and analysis for functional active objects. Lecture Notes in Computer Science. 6514, pp. 93-107. https://doi.org/10.1007/978-3-642-19348-4_8
Using strong conflicts to detect quality issues in component-based complex systems
Di Cosmo, R. and Boender, J. 2010. Using strong conflicts to detect quality issues in component-based complex systems. 3rd India Software Engineering Conference. Mysore, India 25 - 27 Feb 2010 New York Association for Computing Machinery (ACM). pp. 163-172
Privacy by flexible parameterization with Erlang active objects.
Fleck, A. and Kammueller, F. 2010. Privacy by flexible parameterization with Erlang active objects. International Journal on Advances in Software. 3 (3-4), pp. 461-473.