Towards an Active, Autonomous and Intelligent Cyber Defense of Military Systems: the NATO AICA Reference Architecture
Within the future Global Information Grid, complex massively interconnected systems, isolated defense vehicles, sensors and effectors, and infrastructures and systems demanding extremely low failure rates, to which human security operators cannot have an easy access and cannot deliver fast enough re...
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| creator | Theron, Paul Kott, Alexander Drašar, Martin Rzadca, Krzysztof LeBlanc, Benoît Pihelgas, Mauno Mancini, Luigi Panico, Agostino |
| description | Within the future Global Information Grid, complex massively interconnected
systems, isolated defense vehicles, sensors and effectors, and infrastructures
and systems demanding extremely low failure rates, to which human security
operators cannot have an easy access and cannot deliver fast enough reactions
to cyber-attacks, need an active, autonomous and intelligent cyber defense.
Multi Agent Systems for Cyber Defense may provide an answer to this
requirement. This paper presents the concept and architecture of an Autonomous
Intelligent Cyber defense Agent (AICA). First, we describe the rationale of the
AICA concept. Secondly, we explain the methodology and purpose that drive the
definition of the AICA Reference Architecture (AICARA) by NATO's IST-152
Research and Technology Group. Thirdly, we review some of the main features and
challenges of Multi Autonomous Intelligent Cyber defense Agent (MAICA).
Fourthly, we depict the initially assumed AICA Reference Architecture. Then we
present one of our preliminary research issues, assumptions and ideas. Finally,
we present the future lines of research that will help develop and test the
AICA / MAICA concept. |
| doi_str_mv | 10.48550/arxiv.1806.08657 |
| format | Article |
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systems, isolated defense vehicles, sensors and effectors, and infrastructures
and systems demanding extremely low failure rates, to which human security
operators cannot have an easy access and cannot deliver fast enough reactions
to cyber-attacks, need an active, autonomous and intelligent cyber defense.
Multi Agent Systems for Cyber Defense may provide an answer to this
requirement. This paper presents the concept and architecture of an Autonomous
Intelligent Cyber defense Agent (AICA). First, we describe the rationale of the
AICA concept. Secondly, we explain the methodology and purpose that drive the
definition of the AICA Reference Architecture (AICARA) by NATO's IST-152
Research and Technology Group. Thirdly, we review some of the main features and
challenges of Multi Autonomous Intelligent Cyber defense Agent (MAICA).
Fourthly, we depict the initially assumed AICA Reference Architecture. Then we
present one of our preliminary research issues, assumptions and ideas. Finally,
we present the future lines of research that will help develop and test the
AICA / MAICA concept.</description><identifier>DOI: 10.48550/arxiv.1806.08657</identifier><language>eng</language><subject>Computer Science - Cryptography and Security</subject><creationdate>2018-06</creationdate><rights>http://arxiv.org/licenses/nonexclusive-distrib/1.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,776,881</link.rule.ids><linktorsrc>$$Uhttps://arxiv.org/abs/1806.08657$$EView_record_in_Cornell_University$$FView_record_in_$$GCornell_University$$Hfree_for_read</linktorsrc><backlink>$$Uhttps://doi.org/10.48550/arXiv.1806.08657$$DView paper in arXiv$$Hfree_for_read</backlink></links><search><creatorcontrib>Theron, Paul</creatorcontrib><creatorcontrib>Kott, Alexander</creatorcontrib><creatorcontrib>Drašar, Martin</creatorcontrib><creatorcontrib>Rzadca, Krzysztof</creatorcontrib><creatorcontrib>LeBlanc, Benoît</creatorcontrib><creatorcontrib>Pihelgas, Mauno</creatorcontrib><creatorcontrib>Mancini, Luigi</creatorcontrib><creatorcontrib>Panico, Agostino</creatorcontrib><title>Towards an Active, Autonomous and Intelligent Cyber Defense of Military Systems: the NATO AICA Reference Architecture</title><description>Within the future Global Information Grid, complex massively interconnected
systems, isolated defense vehicles, sensors and effectors, and infrastructures
and systems demanding extremely low failure rates, to which human security
operators cannot have an easy access and cannot deliver fast enough reactions
to cyber-attacks, need an active, autonomous and intelligent cyber defense.
Multi Agent Systems for Cyber Defense may provide an answer to this
requirement. This paper presents the concept and architecture of an Autonomous
Intelligent Cyber defense Agent (AICA). First, we describe the rationale of the
AICA concept. Secondly, we explain the methodology and purpose that drive the
definition of the AICA Reference Architecture (AICARA) by NATO's IST-152
Research and Technology Group. Thirdly, we review some of the main features and
challenges of Multi Autonomous Intelligent Cyber defense Agent (MAICA).
Fourthly, we depict the initially assumed AICA Reference Architecture. Then we
present one of our preliminary research issues, assumptions and ideas. Finally,
we present the future lines of research that will help develop and test the
AICA / MAICA concept.</description><subject>Computer Science - Cryptography and Security</subject><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>GOX</sourceid><recordid>eNotj8lOwzAYhHPhgAoPwIn_AUiwa7yEWxS2SoVKkHvk5Q-1lAU5TiFvT1o4jTSaGc2XJFeUZHeKc3Krw48_ZFQRkREluDxPpmr41sGNoHsobPQHvIFiikM_dMN0dB1s-oht6z-xj1DOBgM8YIP9iDA08OpbH3WY4WMeI3bjPcQ9wltR7aDYlAW8L9GAvUUogt37iDZOAS-Ss0a3I17-6yqpnh6r8iXd7p6X1jbVQsqUMeXcWjhcS9VwxSg3nHGtmLaOMqGWUK6tdLigGCF5Lgin1LCcGGIaKdgquf6bPXHXX8F3y9X6yF-f-Nkv2RBVYA</recordid><startdate>20180607</startdate><enddate>20180607</enddate><creator>Theron, Paul</creator><creator>Kott, Alexander</creator><creator>Drašar, Martin</creator><creator>Rzadca, Krzysztof</creator><creator>LeBlanc, Benoît</creator><creator>Pihelgas, Mauno</creator><creator>Mancini, Luigi</creator><creator>Panico, Agostino</creator><scope>AKY</scope><scope>GOX</scope></search><sort><creationdate>20180607</creationdate><title>Towards an Active, Autonomous and Intelligent Cyber Defense of Military Systems: the NATO AICA Reference Architecture</title><author>Theron, Paul ; Kott, Alexander ; Drašar, Martin ; Rzadca, Krzysztof ; LeBlanc, Benoît ; Pihelgas, Mauno ; Mancini, Luigi ; Panico, Agostino</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a677-338dd26de278f58315b535a83acd1368a679ac7de865b675960511b390b0bf763</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Computer Science - Cryptography and Security</topic><toplevel>online_resources</toplevel><creatorcontrib>Theron, Paul</creatorcontrib><creatorcontrib>Kott, Alexander</creatorcontrib><creatorcontrib>Drašar, Martin</creatorcontrib><creatorcontrib>Rzadca, Krzysztof</creatorcontrib><creatorcontrib>LeBlanc, Benoît</creatorcontrib><creatorcontrib>Pihelgas, Mauno</creatorcontrib><creatorcontrib>Mancini, Luigi</creatorcontrib><creatorcontrib>Panico, Agostino</creatorcontrib><collection>arXiv Computer Science</collection><collection>arXiv.org</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Theron, Paul</au><au>Kott, Alexander</au><au>Drašar, Martin</au><au>Rzadca, Krzysztof</au><au>LeBlanc, Benoît</au><au>Pihelgas, Mauno</au><au>Mancini, Luigi</au><au>Panico, Agostino</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Towards an Active, Autonomous and Intelligent Cyber Defense of Military Systems: the NATO AICA Reference Architecture</atitle><date>2018-06-07</date><risdate>2018</risdate><abstract>Within the future Global Information Grid, complex massively interconnected
systems, isolated defense vehicles, sensors and effectors, and infrastructures
and systems demanding extremely low failure rates, to which human security
operators cannot have an easy access and cannot deliver fast enough reactions
to cyber-attacks, need an active, autonomous and intelligent cyber defense.
Multi Agent Systems for Cyber Defense may provide an answer to this
requirement. This paper presents the concept and architecture of an Autonomous
Intelligent Cyber defense Agent (AICA). First, we describe the rationale of the
AICA concept. Secondly, we explain the methodology and purpose that drive the
definition of the AICA Reference Architecture (AICARA) by NATO's IST-152
Research and Technology Group. Thirdly, we review some of the main features and
challenges of Multi Autonomous Intelligent Cyber defense Agent (MAICA).
Fourthly, we depict the initially assumed AICA Reference Architecture. Then we
present one of our preliminary research issues, assumptions and ideas. Finally,
we present the future lines of research that will help develop and test the
AICA / MAICA concept.</abstract><doi>10.48550/arxiv.1806.08657</doi><oa>free_for_read</oa></addata></record> |
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| subjects | Computer Science - Cryptography and Security |
| title | Towards an Active, Autonomous and Intelligent Cyber Defense of Military Systems: the NATO AICA Reference Architecture |
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