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Conference papers

A Process Mining Tool for Supporting IoT Security

Adrien Hemmer 1 Remi Badonnel 2, 1 Jérôme François 1 Isabelle Chrisment 1 
1 RESIST - Resilience and Elasticity for Security and ScalabiliTy of dynamic networked systems
Inria Nancy - Grand Est, LORIA - NSS - Department of Networks, Systems and Services
Abstract : The development of the Internet has been characterized by a growing interest for the Internet-of-Things (IoT). In particular, connected devices are integrated to other Internet resources (such as cloud resources) to elaborate value-added services. However, they pose important challenges with respect to security management due to their heterogeneity, their distribution , and their limited resources. In this demonstration, we present a process mining toool for supporting IoT security. This tool is capable to automate the detection of misbehaviours and attacks in large and heterogeneous IoT infrastructures, based on process mining techniques combined with normalization and clustering data pre-processing. We detail the different building blocks of this tool provided into a docker container, and illustrate its operations with different scenarios.
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Submitted on : Monday, June 22, 2020 - 4:16:16 PM
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Adrien Hemmer, Remi Badonnel, Jérôme François, Isabelle Chrisment. A Process Mining Tool for Supporting IoT Security. NOMS 2020 - IEEE/IFIP Network Operations and Management Symposium, Apr 2020, Budapest, Hungary. ⟨hal-02625712⟩

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