DocumentCode :
153719
Title :
General Requirements of a Hybrid-Modeling Framework for Cyber Security
Author :
Oltramari, Alessandro ; Ben-Asher, Noam ; Cranor, Lorrie ; Bauer, Lujo ; Christin, Nicolas
Author_Institution :
Carnegie Mellon Univ., Pittsburgh, PA, USA
fYear :
2014
fDate :
6-8 Oct. 2014
Firstpage :
129
Lastpage :
135
Abstract :
Understanding human dynamics of cyber security is a critical step for enhancing situation awareness of analysts. To this end, in this paper we focus on the requirements for building a comprehensive model of cyber analyst´s decision making processes: we embrace an approach that leverages on cognitive aspects and knowledge representation to define the core elements of such model. In particular, we make the case for investigating the interplay between ontological underpinnings of cyber security and cognitive mechanisms of decision making in cyber operations. We claim that, by integrating ontologies and cognitive architectures in a hybrid-modeling framework, it´s possible to rigorously characterize and simulate the core structures that govern the decisions of defenders and attackers and mediate interactions among them in the cyberspace.
Keywords :
cognition; decision making; ontologies (artificial intelligence); security of data; cognitive architectures; cognitive aspects; cyber operations; cyber security; cyberspace; decision making process; hybrid-modeling framework; knowledge representation; ontological underpinnings; situation awareness enhancement; Cognition; Computer architecture; Computer security; Decision making; Ontologies; Semantics; Training; cognitive architecture; cyber security; ontology; situation awareness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Military Communications Conference (MILCOM), 2014 IEEE
Conference_Location :
Baltimore, MD
Type :
conf
DOI :
10.1109/MILCOM.2014.28
Filename :
6956749
Link To Document :
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