Title :
Process Mining for Trust Monitoring
Author :
Lopez, Jorge ; Maag, Stephane ; Saint-Pierre, Cecilia ; Bustos, Javier ; Cavalli, Ana
Author_Institution :
Inst. Mines Telecom, Telecom SudParis, Evry, France
Abstract :
Communicating systems are today composed of a huge number of distributed processes interoperate with diverse kinds of applications, services and actors. It therefore becomes crucial to monitor and manage these trustworthy interactions. For that purpose, passive testing techniques have been used particularly for checking the system conformance w.r.t. Its standard. Among these studies, trust behaviors have been monitored in such systems. However, while several approaches have been designed, most of them monitor trust properties that have been manually designed or provided by common database. In this paper, we propose a novel approach to automatically generate trust properties from the study and analysis of the system through process mining techniques and by comparing with the formal specification of the system under test.
Keywords :
data mining; formal specification; open systems; trusted computing; communicating systems; distributed processes; formal specification; passive testing techniques; process mining techniques; system conformance checking; trust behaviors; trust monitoring; trust properties; trustworthy interactions; Algorithm design and analysis; Analytical models; Monitoring; Protocols; Prototypes; Servers; Testing; Communication systems; Monitoring; Process mining; Trust;
Conference_Titel :
Advanced Information Networking and Applications Workshops (WAINA), 2015 IEEE 29th International Conference on
Conference_Location :
Gwangiu
Print_ISBN :
978-1-4799-1774-7
DOI :
10.1109/WAINA.2015.71