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Paper Abstract and Keywords
Presentation 2025-03-07 14:50
Evaluation of Deployment Strategies for Active Directory Deception Techniques Using CyberBattleSim
Akihiko Nakajima, Takao Okubo (IISEC) ICSS2024-110
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we propose and quantitatively evaluate a method for strategically deploying deception in Active Directory (AD) environments. Using the network simulator CyberBattleSim, we implemented multiple deception strategies and tested them against various attack models, including reinforcement learning. Our findings show that well-placed deceptions can delay and mislead adversarial actions, resulting in a drop in cumulative rewards for attacking agents. This research demonstrates the effectiveness of deception in AD settings, emphasizing that the number, placement, and types of deceptions are key factors influencing attacker behavior. In particular, these results highlight the importance of carefully orchestrating deception assets for maximum impact. By systematically measuring these elements, we gained insights into deterring or redirecting malicious activity. Moreover, our approach provides a practical foundation for visualizing attacker behavior patterns and identifying system vulnerabilities, thereby assisting security professionals in devising stronger defense strategies. Looking ahead, we plan to extend this framework to other simulation platforms and real operational settings for broader analysis. Through these efforts, we aim to further refine how cyber defenders can leverage deception. Ultimately, this study seeks to bridge research and practice in more effective cyber defense.
Keyword (in Japanese) (See Japanese page) 
(in English) Cybersecurity / Simulation / Active Directory / CyberBattleSim / Deception-Based Defense / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 422, ICSS2024-110, pp. 321-329, March 2025.
Paper # ICSS2024-110 
Date of Issue 2025-02-27 (ICSS) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF ICSS2024-110

Conference Information
Committee ICSS IPSJ-SPT  
Conference Date 2025-03-06 - 2025-03-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Prefectural Museum & Art Museum 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Security, Trust, etc. 
Paper Information
Registration To ICSS 
Conference Code 2025-03-ICSS-SPT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of Deployment Strategies for Active Directory Deception Techniques Using CyberBattleSim 
Sub Title (in English)  
Keyword(1) Cybersecurity  
Keyword(2) Simulation  
Keyword(3) Active Directory  
Keyword(4) CyberBattleSim  
Keyword(5) Deception-Based Defense  
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1st Author's Name Akihiko Nakajima  
1st Author's Affiliation Institute of Information Security (IISEC)
2nd Author's Name Takao Okubo  
2nd Author's Affiliation Institute of Information Security (IISEC)
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Speaker Author-1 
Date Time 2025-03-07 14:50:00 
Presentation Time 20 minutes 
Registration for ICSS 
Paper # ICSS2024-110 
Volume (vol) vol.124 
Number (no) no.422 
Page pp.321-329 
#Pages 9 
Date of Issue 2025-02-27 (ICSS) 

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