Chen, T.; Kammueller, F.; Nemli, I.; Probst, C.

A probabilistic analysis framework for malicious insider threats

Conference paper

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

ISBN
Type	Conference paper
Title	A probabilistic analysis framework for malicious insider threats
Authors	Chen, T., Kammueller, F., Nemli, I. and Probst, C.
Abstract	Malicious insider threats are difficult to detect and to mitigate. Many approaches for explaining behaviour exist, but there is little work to relate them to formal approaches to insider threat detection. In this work we present a general formal framework to perform analysis for malicious insider threats, based on probabilistic modelling, verification, and synthesis techniques. The framework first identifies insiders' intention to perform an inside attack, using Bayesian networks, and in a second phase computes the probability of success for an inside attack by this actor, using probabilistic model checking.
Conference	3rd International Conference on Human Aspects of Information Security, Privacy and Trust, HAS 2015, held as part of HCI International 2015
Page range	178-189
ISSN	0302-9743
Hardcover	9783319203751
Publisher	Springer
Publication dates
Print	04 Aug 2015
Publication process dates
Deposited	23 Apr 2015
Output status	Published
Accepted author manuscript	hcii.pdf
Copyright Statement	The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-20376-8_16
Additional information	Online ISBN: 978-3-319-20376-8. Published paper appears in: Human Aspects of Information Security, Privacy, and Trust, Volume 9190 of the series Lecture Notes in Computer Science pp 178-189, 2015
Web address (URL)	http://dx.doi.org/10.1007/978-3-319-20376-8_16
Language	English
Book title	Human Aspects of Information Security, Privacy, and Trust: Third International Conference, HAS 2015, Held as Part of HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015. Proceedings

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