Ontology-Based Emotional Decision-Making in Self-Evolving Defensive Agents
Responding instantaneously in an unprecedented situation is inevitable to mitigate zero day attacks in the cyber world. This situation has strong resemblance with the fight for survival in biological world. Both being complex systems, the biological world and the cyber world have structural similari...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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IEEE
2022-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9915583/ |
| _version_ | 1828323617397538816 |
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| author | Rendhir R. Prasad Ciza Thomas |
| author_facet | Rendhir R. Prasad Ciza Thomas |
| author_sort | Rendhir R. Prasad |
| collection | DOAJ |
| description | Responding instantaneously in an unprecedented situation is inevitable to mitigate zero day attacks in the cyber world. This situation has strong resemblance with the fight for survival in biological world. Both being complex systems, the biological world and the cyber world have structural similarities. Emotions are the key factor used by biological beings to take intuitive decisions, which are key to survival in the natural world. Inspired from the idea of emotional decision making in natural world and the structural similarity shown by biological and cyber worlds, this paper proposes an ontological mechanism to implement artificial emotion-based decision making for autonomous agents in cyber security scenario. Emotions are modelled as manifestation of the goals of agents. Stimuli and response are connected through emotions using the ontological structure. The mechanism is proven useful in eliciting appropriate response for the stimuli using ontological reasoning through SPARQL queries. |
| first_indexed | 2024-04-13T18:55:01Z |
| format | Article |
| id | doaj.art-ebd9b87425744548b0e37f10a07e186f |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-13T18:55:01Z |
| publishDate | 2022-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-ebd9b87425744548b0e37f10a07e186f2022-12-22T02:34:18ZengIEEEIEEE Access2169-35362022-01-011010874910875910.1109/ACCESS.2022.32136599915583Ontology-Based Emotional Decision-Making in Self-Evolving Defensive AgentsRendhir R. Prasad0https://orcid.org/0000-0001-9063-4530Ciza Thomas1Department of Information Technology, Government Engineering College Barton Hill, Thiruvananthapuram, Kerala, IndiaDirectorate of Technical Education, Government of Kerala, Thiruvananthapuram, Kerala, IndiaResponding instantaneously in an unprecedented situation is inevitable to mitigate zero day attacks in the cyber world. This situation has strong resemblance with the fight for survival in biological world. Both being complex systems, the biological world and the cyber world have structural similarities. Emotions are the key factor used by biological beings to take intuitive decisions, which are key to survival in the natural world. Inspired from the idea of emotional decision making in natural world and the structural similarity shown by biological and cyber worlds, this paper proposes an ontological mechanism to implement artificial emotion-based decision making for autonomous agents in cyber security scenario. Emotions are modelled as manifestation of the goals of agents. Stimuli and response are connected through emotions using the ontological structure. The mechanism is proven useful in eliciting appropriate response for the stimuli using ontological reasoning through SPARQL queries.https://ieeexplore.ieee.org/document/9915583/Artificial emotioncomplex systemsself-evolving systemsemotional decisionsontology |
| spellingShingle | Rendhir R. Prasad Ciza Thomas Ontology-Based Emotional Decision-Making in Self-Evolving Defensive Agents IEEE Access Artificial emotion complex systems self-evolving systems emotional decisions ontology |
| title | Ontology-Based Emotional Decision-Making in Self-Evolving Defensive Agents |
| title_full | Ontology-Based Emotional Decision-Making in Self-Evolving Defensive Agents |
| title_fullStr | Ontology-Based Emotional Decision-Making in Self-Evolving Defensive Agents |
| title_full_unstemmed | Ontology-Based Emotional Decision-Making in Self-Evolving Defensive Agents |
| title_short | Ontology-Based Emotional Decision-Making in Self-Evolving Defensive Agents |
| title_sort | ontology based emotional decision making in self evolving defensive agents |
| topic | Artificial emotion complex systems self-evolving systems emotional decisions ontology |
| url | https://ieeexplore.ieee.org/document/9915583/ |
| work_keys_str_mv | AT rendhirrprasad ontologybasedemotionaldecisionmakinginselfevolvingdefensiveagents AT cizathomas ontologybasedemotionaldecisionmakinginselfevolvingdefensiveagents |