An Experimental Study on Radio Frequency Fingerprinting-based Authentication in IEEE 802.11g

• Item type: SIG Technical Reports(1)
• 公開日: 2024-07-15
• タイトル: An Experimental Study on Radio Frequency Fingerprinting-based Authentication in IEEE 802.11g
• タイトル / 言語: en
• タイトル: An Experimental Study on Radio Frequency Fingerprinting-based Authentication in IEEE 802.11g
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: BioX ムーショットセッション
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: Future University Hakodate
• 著者所属: Future University Hakodate
• 著者所属: Keio University
• 著者所属: Reitaku University
• 著者所属: Tokyo Denki University
• 著者所属: Future University Hakodate
• 著者所属(英): en
• 著者所属(英): Future University Hakodate
• 著者所属(英): en
• 著者所属(英): Future University Hakodate
• 著者所属(英): en
• 著者所属(英): Keio University
• 著者所属(英): en
• 著者所属(英): Reitaku University
• 著者所属(英): en
• 著者所属(英): Tokyo Denki University
• 著者所属(英): en
• 著者所属(英): Future University Hakodate
• 著者名: Zhen, Jia; Zewei, Guo; Wenhao, Huang; Yin, Chen; Jinxiao, Zhu; Xiaohong, Jiang
• 著者名(英): Zhen, Jia; Zewei, Guo; Wenhao, Huang; Yin, Chen; Jinxiao, Zhu; Xiaohong, Jiang
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: Radio frequency (RF) fingerprinting is a promising technique that utilizes unique hardware imperfections to authenti- cate transmitters. One of the key problems of RF fingerprinting is to obtain real training data and build a practical authentication system. However, previous works suffer from insufficient datasets, limited device homogeneity, and inadequate experimental details. To address these issues, we conducted a comprehensive experimental study on an RF fingerprinting-based authentication system using the IEEE 802.11g standard. We first establish a data set from 123 wireless transmitters of the same model, which presents fine-grained differences that pose greater challenges to the authentication system. Then we provide detailed methodolo- gies for data collection, feature extraction, and correlation analysis to enhance the reproducibility of the proposed system. Finally, the experimental results demonstrate the potential of RF fingerprinting to improve security performance in scenarios with a large number of highly consistent devices.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: Radio frequency (RF) fingerprinting is a promising technique that utilizes unique hardware imperfections to authenticate transmitters. One of the key problems of RF fingerprinting is to obtain real training data and build a practical authentication system. However, previous works suffer from insufficient datasets, limited device homogeneity, and inadequate experimental details. To address these issues, we conducted a comprehensive experimental study on an RF fingerprinting-based authentication system using the IEEE 802.11g standard. We first establish a data set from 123 wireless transmitters of the same model, which presents fine-grained differences that pose greater challenges to the authentication system. Then we provide detailed methodologies for data collection, feature extraction, and correlation analysis to enhance the reproducibility of the proposed system. Finally, the experimental results demonstrate the potential of RF fingerprinting to improve security performance in scenarios with a large number of highly consistent devices.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA11235941
• 書誌情報: 研究報告コンピュータセキュリティ（CSEC）; 巻 2024-CSEC-106, 号 80, p. 1-6, 発行日 2024-07-15
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2188-8655
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会