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A method to detect and locate the character information submerged in electromagnetic leakage signal

  • Huang Weiqing
  • , Zhao Jianlin
  • , Lv Zhiqiang
  • , Ding Xuejie
  • , Wang Lei
  • CAS - Institute of Information Engineering
  • University of Chinese Academy of Sciences

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

Electromagnetic emission from information technology equipment (ITE) can cause the information leakage. The eavesdroppers can reconstruct the information operated on the marked equipment by eavesdropping the electromagnetic radiation. In this paper, we design a method to detect whether existing character information in the leakage signal and located them automatically using machine learning algorithms. Gabor filter is used to extract the features of the electromagnetic leakage signal and relevance vector machine (RVM) is used to learn these features and make prediction for test signal. This method can also be used in the receiving system for electromagnetic leakage and guide to which signal is important to process. The experiment result show that this method can detect and locate the sensitive information submerged in electromagnetic leakage signal properly.

Original languageEnglish
Title of host publicationProceedings of 2016 IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2016
EditorsBing Xu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages879-882
Number of pages4
ISBN (Electronic)9781467391924
DOIs
StatePublished - 2 Sep 2016
Externally publishedYes
Event2016 IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2016 - Chongqing, China
Duration: 20 May 201622 May 2016

Publication series

NameProceedings of 2016 IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2016

Conference

Conference2016 IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2016
Country/TerritoryChina
CityChongqing
Period20/05/1622/05/16

Keywords

  • electromagnetic emission
  • Gabor filter
  • relevance vector machine
  • sensitive information

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