Differential Privacy Protection with Group Onion Routing based on AI-based URL Classification

I. Hsien Liu, Yung Lin Chang, Jung Shian Li, Chuan Gang Liu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Due to the rapid spread of tablet computers, smartphones, and other mobile information devices, wireless communication technology is fully developed and deployed widely. Mobile Internet access has been a main and important way to communicate the world in daily and it privacy protection also catches much attentions. The Onion Router, better known as Tor, is a technique for anonymous communication over internet without regional restrictions for privacy protection. Apart from this, Tor can reach sites that normal search engine cannot search. As the opinion of Tor, the transmitted data has been encrypted layer by layer, just like onion, before it reaching server. Our research proposed a system predicting URL's category with the use of machine learning technique before visiting. According to the category prediction, we represent different privacy level with three kinds of RSA key lengths on onion routing. Depending on various situations, our system can obtain the balance between security and time cost. Hence, our proposed scheme can make onion routing more flexible and efficiently.

Original languageEnglish
Title of host publicationProceedings of 2020 ACM International Conference on Intelligent Computing and its Emerging Applications, ICEA 2020
PublisherAssociation for Computing Machinery
ISBN (Electronic)9781450383042
DOIs
Publication statusPublished - 2020 Dec 12
Event2020 ACM International Conference on Intelligent Computing and its Emerging Applications, ICEA 2020 - Virtual, Online, Korea, Republic of
Duration: 2020 Dec 122020 Dec 15

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2020 ACM International Conference on Intelligent Computing and its Emerging Applications, ICEA 2020
Country/TerritoryKorea, Republic of
CityVirtual, Online
Period20-12-1220-12-15

All Science Journal Classification (ASJC) codes

  • Software
  • Human-Computer Interaction
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications

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