Perception of the Environment

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Perception of the Environment

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Perception of the Environment

Popis výsledku anglicky

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.

Druh

C - Kapitola v odborné knize

CEP obor

—

OECD FORD obor

10200 - Computer and information sciences

Projekt

<a href="/cs/project/VI20202022133" target="_blank" >VI20202022133: Nástroje pro simulaci útoků a emulaci průniku do kritické informační infrastruktury</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2023

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název knihy nebo sborníku

Autonomous Intelligent Cyber Defense Agent (AICA): A Comprehensive Guide

ISBN

9783031292699

Počet stran výsledku

15

Strana od-do

47-61

Počet stran knihy

445

Název nakladatele

Springer International Publishing

Místo vydání

Cham

Kód UT WoS kapitoly

—