IEEE - Institute of Electrical and Electronics Engineers, Inc. - A hierarchical and factored POMDP based automated intrusion response framework

2010 2nd International Conference on Software Technology and Engineering (ICSTE 2010)

Author(s): Xin Zan ; Feng Gao ; Jiuqiang Han ; Xiaoyong Liu ; Jiaping Zhou
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2010
Conference Location: San Juan, PR, USA, USA
Conference Date: 3 October 2010
Volume: 2
ISBN (Electronic): 978-1-4244-8666-3
ISBN (Paper): 978-1-4244-8667-0
DOI: 10.1109/ICSTE.2010.5608747
Regular:

In this paper, we formulate intrusion response problem as a factored Partially Observed Markov Decision Process (POMDP) model. Furthermore, a hierarchical planning algorithm is presented to... View More

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