Enhancing Security and Dependability of Industrial Networks with Opinion Dynamics

Opinion Dynamics poses a novel technique to accurately locate the patterns of an advanced attack against an industrial infrastructure, compared to traditional intrusion detection systems. This distributed solution provides profitable information to identify the most affected areas within the network, which can be leveraged to design and deploy tailored response mechanisms that ensure the continuity of the service. In this work, we base on this multi-agent collaborative approach to propose a response technique that permits the secure delivery of messages across the network. For such goal, our contribution is twofold: firstly, we redefine the existing algorithm to assess not only the compromise of nodes, but also the security and quality of service of communication links; secondly, we develop a routing protocol that prioritizes the secure paths throughout the topology considering the information obtained from the detection system.

[1]  Khaldoun Al Agha,et al.  Quality of Service for the Ad hoc Optimized Link State Routing Protocol (QOLSR) , 2006 .

[2]  Yan Zhang,et al.  Tracking Advanced Persistent Threats in Critical Infrastructures Through Opinion Dynamics , 2018, ESORICS.

[3]  Arshad Ahmad Khan Mohammad,et al.  Quality of service routing for multipath manets , 2015, 2015 International Conference on Signal Processing and Communication Engineering Systems.

[4]  Michele Colajanni,et al.  Analysis of high volumes of network traffic for Advanced Persistent Threat detection , 2016, Comput. Networks.

[5]  Khaldoun Al Agha,et al.  QOLSR, QoS routing for ad hoc wireless networks using OLSR , 2005, Eur. Trans. Telecommun..

[6]  Haifeng Zhang,et al.  Robustness of Controllability for Networks Based on Edge-Attack , 2014, PloS one.

[7]  Antonello Monti,et al.  Cosimulation for Smart Grid Communications , 2014, IEEE Transactions on Industrial Informatics.

[8]  T. Lindvall ON A ROUTING PROBLEM , 2004, Probability in the Engineering and Informational Sciences.

[9]  Cristina Alcaraz,et al.  Preventing Advanced Persistent Threats in Complex Control Networks , 2017, ESORICS.

[10]  Marco Aiello,et al.  The Power Grid as a Complex Network: a Survey , 2011, ArXiv.

[11]  Wendi B. Heinzelman,et al.  A Survey of Routing Protocols that Support QoS in Mobile Ad Hoc Networks , 2007, IEEE Network.

[12]  Jain-Shing Liu,et al.  QoS routing in ad hoc wireless networks , 1999, IEEE J. Sel. Areas Commun..

[13]  Mahesh K. Marina,et al.  On-demand multipath distance vector routing in ad hoc networks , 2001, Proceedings Ninth International Conference on Network Protocols. ICNP 2001.

[14]  Michael A. Henning,et al.  Domination in Graphs Applied to Electric Power Networks , 2002, SIAM J. Discret. Math..

[15]  Philippe Jacquet,et al.  Optimized Link State Routing Protocol (OLSR) , 2003, RFC.

[16]  Jong Hyuk Park,et al.  A comprehensive study on APT attacks and countermeasures for future networks and communications: challenges and solutions , 2019, The Journal of Supercomputing.

[17]  Ing-Ray Chen,et al.  A survey of intrusion detection techniques for cyber-physical systems , 2014, ACM Comput. Surv..

[18]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[19]  Thomas Kunz,et al.  Quality of service routing in ad-hoc networks using OLSR , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[20]  Rainer Hegselmann,et al.  Opinion dynamics and bounded confidence: models, analysis and simulation , 2002, J. Artif. Soc. Soc. Simul..

[21]  Klara Nahrstedt,et al.  An overview of quality of service routing for next-generation high-speed networks: problems and solutions , 1998, IEEE Netw..

[22]  Eric S. Crawley,et al.  A Framework for QoS-based Routing in the Internet , 1998, RFC.

[23]  Khaldoun Al Agha,et al.  A Distributed Algorithm for Multiple-Metric Link State QoS Routing Problem , 2003, MWCN.

[24]  Mohammad Talib,et al.  A Framework for Quality of Service in Mobile Ad Hoc Networks , 2007, Int. Arab J. Inf. Technol..

[25]  José M. Fernandez,et al.  Survey of publicly available reports on advanced persistent threat actors , 2018, Comput. Secur..

[26]  Wu He,et al.  Internet of Things in Industries: A Survey , 2014, IEEE Transactions on Industrial Informatics.

[27]  Jon Crowcroft,et al.  Quality-of-Service Routing for Supporting Multimedia Applications , 1996, IEEE J. Sel. Areas Commun..

[28]  Mikkel Thorup,et al.  Optimizing OSPF/IS-IS weights in a changing world , 2002, IEEE J. Sel. Areas Commun..

[29]  Edsger W. Dijkstra,et al.  A note on two problems in connexion with graphs , 1959, Numerische Mathematik.