Adaptive Defence of the Internet of Things (IoT) using the Belief-Desire-Intention (BDI) Model for Social Robots

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dc.contributor.authorRafferty, Laura
dc.contributor.authorMacdermott, Aine
dc.date.accessioned2023-12-26T18:37:32Z
dc.date.available2023-12-26T18:37:32Z
dc.date.issued2024-01-03
dc.identifier.doi10.24251/HICSS.2023.217
dc.identifier.isbn978-0-9981331-7-1
dc.identifier.other932de1c8-8dd9-45e1-8e77-dd6e134ffc6d
dc.identifier.urihttps://hdl.handle.net/10125/106595
dc.language.isoeng
dc.relation.ispartofProceedings of the 57th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectSocial Robots - Robotics and Toy Computing
dc.subjectbelief generation
dc.subjectcybersecurity
dc.subjectinternet of things
dc.subjectnetwork defence
dc.subjectsocial robots.
dc.titleAdaptive Defence of the Internet of Things (IoT) using the Belief-Desire-Intention (BDI) Model for Social Robots
dc.typeConference Paper
dc.type.dcmiText
dcterms.abstractThe Internet of Things (IoT) continues to introduce unique challenges and threats to cybersecurity. In parallel, adaptive and autonomous cyber defence has become an emerging research topic leveraging Artificial Intelligence (AI) for cybersecurity solutions that can learn to recognize, mitigate, and respond to cyber-attacks, and evolve over time as the threat surface continues to increase in complexity. This paradigm presents an environment strongly conducive to agent-based systems, which offer a model for autonomous, cooperative, goal-oriented behaviours which can be applied to perform adaptive cyber defence activities. This paper presents a modular applied framework to leverage data models, domain knowledge, and multi-agent architecture to perform adaptive cyber defence capabilities through contextual policy generation and enforcement. The Belief-Desire-Intention (BDI) model is extended for behavioural modeling of agents to perform practical reasoning and deliberation of actions in pursuit of goals.
dcterms.extent10 pages
prism.startingpage1722

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