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Paper Abstract and Keywords
Presentation 2024-07-22 15:15
Detection of Web3 Phishing Sites Focused on Permission Requests After Wallet Connection
Riku Aoto, Yin Minn Pa Pa, Katsunari Yoshioka (YNU) ISEC2024-24 SITE2024-21 BioX2024-34 HWS2024-24 ICSS2024-28 EMM2024-30
Abstract (in Japanese) (See Japanese page) 
(in English) Web3 is a decentralized ecosystem based on blockchain technology, where digital assets such as cryptocurrencies and NFTs (non-fungible tokens) are rapidly gaining popularity. However, the victims of phishing attacks targeting these assets are also on the rise. As a current countermeasure, MetaMask, one of the leading wallet tools, alerts users when they access a web-3 phishing site identified on a blocklist. This blocklist, however, relies on manual updates by volunteers, resulting in a time lag before phishing sites are added to the list. Consequently, if a phishing site rapidly changes its domain, such countermeasure is ineffective. In this study, we propose a new method to immediately identify phishing sites by detecting excessive permission requests after wallet connection. Specifically, by using the browser automation tool Selenium, we access Web3 websites that enable digital asset transactions, automatically connect the wallet, and then analyze the site’s behavior to determine if it is a phishing site. This approach is expected to detect Web3 phishing sites more efficiently and eliminate the time lag inherent in
traditional countermeasures.
Keyword (in Japanese) (See Japanese page) 
(in English) Web3 / Phishing / Dynamic Detection / NFT / Cryptocurrency / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 124, ICSS2024-28, pp. 112-119, July 2024.
Paper # ICSS2024-28 
Date of Issue 2024-07-15 (ISEC, SITE, BioX, HWS, ICSS, EMM) 
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 ISEC2024-24 SITE2024-21 BioX2024-34 HWS2024-24 ICSS2024-28 EMM2024-30

Conference Information
Committee EMM BioX ISEC SITE ICSS HWS IPSJ-CSEC IPSJ-SPT 
Conference Date 2024-07-22 - 2024-07-23 
Place (in Japanese) (See Japanese page) 
Place (in English) Sapporo Convention Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To ICSS 
Conference Code 2024-07-EMM-BioX-ISEC-SITE-ICSS-HWS-CSEC-SPT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Detection of Web3 Phishing Sites Focused on Permission Requests After Wallet Connection 
Sub Title (in English)  
Keyword(1) Web3  
Keyword(2) Phishing  
Keyword(3) Dynamic Detection  
Keyword(4) NFT  
Keyword(5) Cryptocurrency  
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Keyword(7)  
Keyword(8)  
1st Author's Name Riku Aoto  
1st Author's Affiliation Yokohama National University (YNU)
2nd Author's Name Yin Minn Pa Pa  
2nd Author's Affiliation Yokohama National University (YNU)
3rd Author's Name Katsunari Yoshioka  
3rd Author's Affiliation Yokohama National University (YNU)
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Speaker Author-1 
Date Time 2024-07-22 15:15:00 
Presentation Time 25 minutes 
Registration for ICSS 
Paper # ISEC2024-24, SITE2024-21, BioX2024-34, HWS2024-24, ICSS2024-28, EMM2024-30 
Volume (vol) vol.124 
Number (no) no.120(ISEC), no.121(SITE), no.122(BioX), no.123(HWS), no.124(ICSS), no.125(EMM) 
Page pp.112-119 
#Pages 8 
Date of Issue 2024-07-15 (ISEC, SITE, BioX, HWS, ICSS, EMM) 

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