Towards an active, autonomous and intelligent cyber defense of
military systems: The NATO AICA reference architecture

D 2018

Towards an active, autonomous and intelligent cyber defense of military systems: The NATO AICA reference architecture

THERON, Paul, Alexander KOTT, Martin DRAŠAR, Krzysytof RZADCA, Benoît LEBLANC et. al.

Základní údaje

Originální název

Towards an active, autonomous and intelligent cyber defense of military systems: The NATO AICA reference architecture

Autoři

THERON, Paul (garant), Alexander KOTT, Martin DRAŠAR (203 Česká republika, domácí), Krzysytof RZADCA, Benoît LEBLANC, Mauno PIHELGAS, Luigi MANCINI a Agostino PANICO

Vydání

Warsaw, Poland, 2018 International Conference on Military Communications and Information Systems (ICMCIS), od s. 1-9, 9 s. 2018

Nakladatel

IEEE

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10201 Computer sciences, information science, bioinformatics

Stát vydavatele

Polsko

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

elektronická verze "online"

Odkazy

IEEE

Kód RIV

RIV/00216224:14610/18:00109614

Organizační jednotka

Ústav výpočetní techniky

ISBN

978-1-5386-4559-8

DOI

http://dx.doi.org/10.1109/ICMCIS.2018.8398730

UT WoS

000449017500044

Klíčová slova anglicky

reference architecture;autonomous agents;military systems;cyberdefence

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 11. 5. 2020 13:56, Mgr. Alena Mokrá

Anotace

V originále

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.

Návaznosti

EF16_019/0000822, projekt VaV

Název: Centrum excelence pro kyberkriminalitu, kyberbezpečnost a ochranu kritických informačních infrastruktur

Citovat

THERON, Paul, Alexander KOTT, Martin DRAŠAR, Krzysytof RZADCA, Benoît LEBLANC, Mauno PIHELGAS, Luigi MANCINI a Agostino PANICO. Towards an active, autonomous and intelligent cyber defense of military systems: The NATO AICA reference architecture. Online. In 2018 International Conference on Military Communications and Information Systems (ICMCIS). Warsaw, Poland: IEEE, 2018, s. 1-9. ISBN 978-1-5386-4559-8. Dostupné z: https://dx.doi.org/10.1109/ICMCIS.2018.8398730.

@inproceedings{1529241,
   author = {Theron, Paul and Kott, Alexander and Drašar, Martin and Rzadca, Krzysytof and LeBlanc, Benoît and Pihelgas, Mauno and Mancini, Luigi and Panico, Agostino},
   address = {Warsaw, Poland},
   booktitle = {2018 International Conference on Military Communications and Information Systems (ICMCIS)},
   doi = {http://dx.doi.org/10.1109/ICMCIS.2018.8398730},
   keywords = {reference architecture;autonomous agents;military systems;cyberdefence},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Warsaw, Poland},
   isbn = {978-1-5386-4559-8},
   pages = {1-9},
   publisher = {IEEE},
   title = {Towards an active, autonomous and intelligent cyber defense of military systems: The NATO AICA reference architecture},
   url = {https://ieeexplore.ieee.org/document/8398730},
   year = {2018}
}

TY  - JOUR
ID  - 1529241
AU  - Theron, Paul - Kott, Alexander - Drašar, Martin - Rzadca, Krzysytof - LeBlanc, Benoît - Pihelgas, Mauno - Mancini, Luigi - Panico, Agostino
PY  - 2018
TI  - Towards an active, autonomous and intelligent cyber defense of military systems: The NATO AICA reference architecture
PB  - IEEE
CY  - Warsaw, Poland
SN  - 9781538645598
KW  - reference architecture;autonomous agents;military systems;cyberdefence
UR  - https://ieeexplore.ieee.org/document/8398730
L2  - https://ieeexplore.ieee.org/document/8398730
N2  - 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.
ER  -

THERON, Paul, Alexander KOTT, Martin DRAŠAR, Krzysytof RZADCA, Beno$\backslash$\^{}$\backslash$i$\{\}$t LEBLANC, Mauno PIHELGAS, Luigi MANCINI a Agostino PANICO. Towards an active, autonomous and intelligent cyber defense of military systems: The NATO AICA reference architecture. Online. In \textit{2018 International Conference on Military Communications and Information Systems (ICMCIS)}. Warsaw, Poland: IEEE, 2018, s.~1-9. ISBN~978-1-5386-4559-8. Dostupné z: https://dx.doi.org/10.1109/ICMCIS.2018.8398730.

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