RT info:eu-repo/semantics/conferenceObject
T1 A Distributed, Multi-Agent approach to Reactive Network Resilience
A1 Hoz de la Hoz, Enrique de la
A1 Marsá Maestre, Iván
A1 Cruz Piris, Luis de la
A1 Orden Martín, David
A1 Giménez Guzmán, José Manuel
K1 Critical network infrastructures
K1 Reactive resilience
K1 Multi-agent belief propagation
AB Critical network infrastructures are communication networks whose disruption can create a severe impact on other systems. Multi-agent systems have been successfully used to protect critical network infrastructures, with approaches ranging from reasoning about secure design and policies to multi-agent intrusion detection systems (IDS). However, there is little research on the possibilities for multi-agent systems to react to known intrusions. In this paper we propose a multi-agent framework for \emph{reactive network resilience}, that is, to allow a network to reconfigure itself in the event of a security incident so that the risk of further damage is mitigated. The proposed framework takes advantage of a risk model based on multilayer networks and of distributed belief propagation techniques to agree on a new, more resilient configuration of the network in the event of an attack. We compare our proposal with a number of centralized optimization and multi-agent negotiation techniques. Experiments show that our proposal outperforms the reference approaches both in terms of risk mitigation and performance
PB International Foundation for Autonomous Agents and Multiagent Systems
YR 2017
FD 2017-05-08
LK http://hdl.handle.net/10017/28997
UL http://hdl.handle.net/10017/28997
LA eng
NO AAMAS 2017 - Sixteenth International Conference on Autonomous Agents and Multiagent Systems, , 08/05/2017-12/05/2017, Sao Paulo, Brasil
NO Ministerio de Economía y Competitividad
DS MINDS@UW
RD 25-abr-2024