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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

  • Czech description

Classification

  • Type

    C - Chapter in a specialist book

  • CEP classification

  • 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