Exploiting Contactless Side Channels in Wireless Charging Power Banks for User Privacy Inference via Few-shot Learning

Author:

Ni Tao1ORCID,Li Jianfeng2ORCID,Zhang Xiaokuan3ORCID,Zuo Chaoshun4ORCID,Wang Wubing5ORCID,Xu Weitao1ORCID,Luo Xiapu6ORCID,Zhao Qingchuan1ORCID

Affiliation:

1. Department of Computer Science, City University of Hong Kong, Hong Kong, Hong Kong

2. Xi'an Jiaotong University, Xi'an, Shaanxi, China

3. Department of Computer Science, George Mason University, Fairfax, Virginia, USA

4. Department of Computer Science and Engineering, The Ohio State University, Columbus, Ohio, USA

5. DBAPPSecurity Co., Ltd, Hangzhou, Zhejiang, China

6. Department of Computing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong

Funder

CityU APRC grant

Hong Kong RGC

The China Postdoctoral Science Foundation

NSFC

NSF of Shandong province

Shenzhen Science and Technology Funding Fundamental Research Program

Publisher

ACM

Reference50 articles.

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2. ANKER. 2020. Anker MagGo . ( 2020 ). https://us.anker.com/pages/maggo . ANKER. 2020. Anker MagGo. (2020). https://us.anker.com/pages/maggo.

3. appfigures. 2021. Top Ranked iOS App Store Apps. (2021). https://appfigures.com/top-apps/ios-app-store/united-states/iphone/top-overall. appfigures. 2021. Top Ranked iOS App Store Apps. (2021). https://appfigures.com/top-apps/ios-app-store/united-states/iphone/top-overall.

4. Apple. 2022. MagSafe Battery Pack. (2022). https://support.apple.com/kb/SP846?viewlocale=en_US&locale=en_US. Apple. 2022. MagSafe Battery Pack. (2022). https://support.apple.com/kb/SP846?viewlocale=en_US&locale=en_US.

5. Lejla Batina , Shivam Bhasin , Dirmanto Jap , and Stjepan Picek . 2019 . CSI NN: Reverse engineering of neural network architectures through electromagnetic side channel . In Proceedings of the 28th USENIX Security Symposium. 515--532 . Lejla Batina, Shivam Bhasin, Dirmanto Jap, and Stjepan Picek. 2019. CSI NN: Reverse engineering of neural network architectures through electromagnetic side channel. In Proceedings of the 28th USENIX Security Symposium. 515--532.

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