Perception of the Environment
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14610%2F23%3A00134608" target="_blank" >RIV/00216224:14610/23:00134608 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-031-29269-9_3" target="_blank" >http://dx.doi.org/10.1007/978-3-031-29269-9_3</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-031-29269-9_3" target="_blank" >10.1007/978-3-031-29269-9_3</a>
Alternative languages
Result language
angličtina
Original language name
Perception of the Environment
Original language description
This chapter discusses the intricacies of cybersecurity agents' perception. It addresses the complexity of perception and illuminates how perception is shaping and influencing the decision-making process. It then explores the necessary considerations when crafting the world representation and discusses the power and bandwidth constraints of perception and the underlying issues of AICA's trust in perception. On these foundations, it provides the reader with a guide to developing perception models for AICA, discussing the trade-offs of each objective state approximation. The guide is written in the context of the CYST cybersecurity simulation engine, which aims to closely model cybersecurity interactions and can be used as a basis for developing AICA. Because CYST is freely available, the reader is welcome to try implementing and evaluating the proposed methods for themselves.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
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OECD FORD branch
10200 - Computer and information sciences
Result continuities
Project
<a href="/en/project/VI20202022133" target="_blank" >VI20202022133: Breach Emulation and Attack Simulation Toolkit</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Autonomous Intelligent Cyber Defense Agent (AICA): A Comprehensive Guide
ISBN
9783031292699
Number of pages of the result
15
Pages from-to
47-61
Number of pages of the book
445
Publisher name
Springer International Publishing
Place of publication
Cham
UT code for WoS chapter
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