Další formáty:
BibTeX
LaTeX
RIS
@article{1763778,
author = {Kott, Alexander and Theron, Paul and Mancini, Luigi and Dushku, Edlira and Panico, Agostino and Drašar, Martin and LeBlanc, Benoit and Losiewicz, Paul and Guarino, Alessandro and Pihelgas, Mauno and Rzadca, Krzysztof},
article_location = {THOUSAND OAKS},
article_number = {1},
doi = {http://dx.doi.org/10.1177/1548512919886163},
keywords = {Intelligent agent; autonomy; cyber warfare; cyber defense; agent architecture},
language = {eng},
issn = {1548-5129},
journal = {The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology},
title = {An introductory preview of Autonomous Intelligent Cyber-defense Agent reference architecture, release 2.0},
url = {https://journals.sagepub.com/doi/10.1177/1548512919886163},
volume = {17},
year = {2020}
}
TY - JOUR
ID - 1763778
AU - Kott, Alexander - Theron, Paul - Mancini, Luigi - Dushku, Edlira - Panico, Agostino - Drašar, Martin - LeBlanc, Benoit - Losiewicz, Paul - Guarino, Alessandro - Pihelgas, Mauno - Rzadca, Krzysztof
PY - 2020
TI - An introductory preview of Autonomous Intelligent Cyber-defense Agent reference architecture, release 2.0
JF - The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology
VL - 17
IS - 1
SP - 51-54
EP - 51-54
PB - SAGE PUBLICATIONS INC
SN - 15485129
KW - Intelligent agent
KW - autonomy
KW - cyber warfare
KW - cyber defense
KW - agent architecture
UR - https://journals.sagepub.com/doi/10.1177/1548512919886163
N2 - The North Atlantic Treaty Organization (NATO) Research Task Group IST-152 developed a concept and a reference architecture for intelligent software agents performing active, largely autonomous cyber-defense actions on military assets. The group released a detailed report, briefly reviewed in this article, where such an agent is referred to as an Autonomous Intelligent Cyber-defense Agent (AICA). In a conflict with a technically sophisticated adversary, NATO military networks will operate in a heavily contested battlefield. Enemy malware will likely infiltrate and attack friendly networks and systems. Today's reliance on human cyber defenders will be untenable on the future battlefield. Instead, artificially intelligent agents, such as AICAs, will be necessary to defeat the enemy malware in an environment of potentially disrupted communications where human intervention may not be possible. The IST-152 group identified specific capabilities of AICA. For example, AICA will have to be capable of autonomous planning and execution of complex multi-step activities for defeating or degrading sophisticated adversary malware, with the anticipation and minimization of resulting side effects. It will have to be capable of adversarial reasoning to battle against a thinking, adaptive malware. Crucially, AICA will have to keep itself and its actions as undetectable as possible, and will have to use deceptions and camouflage. The report identifies the key functions and components and their interactions for a potential reference architecture of such an agent, as well as a tentative roadmap toward the capabilities of AICA.
ER -
KOTT, Alexander, Paul THERON, Luigi MANCINI, Edlira DUSHKU, Agostino PANICO, Martin DRAŠAR, Benoit LEBLANC, Paul LOSIEWICZ, Alessandro GUARINO, Mauno PIHELGAS a Krzysztof RZADCA. An introductory preview of Autonomous Intelligent Cyber-defense Agent reference architecture, release 2.0. \textit{The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology}. THOUSAND OAKS: SAGE PUBLICATIONS INC, 2020, roč.~17, č.~1, s.~51-54. ISSN~1548-5129. Dostupné z: https://dx.doi.org/10.1177/1548512919886163.
|
