Analysis of Smartphone Traffic
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Cleveland State University / OhioLINK
2015
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| Online Access: | http://rave.ohiolink.edu/etdc/view?acc_num=csu1430150923 |
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ndltd-OhioLink-oai-etd.ohiolink.edu-csu14301509232021-08-03T06:30:45Z Analysis of Smartphone Traffic Ruffing, Nicholas Luke Computer Engineering Smartphone reconnaissance, the first step to launch security attacks on a targetsmartphone, enables an adversary to tailor attacks by exploiting the known vulnerabilities of the target system. We investigate smartphone OS identification withencrypted traffic in this paper. Four identification algorithms based on the spectralanalysis of the encrypted traffic are proposed. The identification algorithms are designed for high identification accuracy by removing noise frequency components and for high efficiency in terms of computation complexity. We evaluate the identification algorithms with smartphone traffic collected over three months. The experimental results show that the algorithms can identify the smartphone OS accurately. The identification accuracy can reach 100% with only 30 seconds of smartphone traffic. 2015-05-19 English text Cleveland State University / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=csu1430150923 http://rave.ohiolink.edu/etdc/view?acc_num=csu1430150923 unrestricted This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws. |
| collection |
NDLTD |
| language |
English |
| sources |
NDLTD |
| topic |
Computer Engineering |
| spellingShingle |
Computer Engineering Ruffing, Nicholas Luke Analysis of Smartphone Traffic |
| author |
Ruffing, Nicholas Luke |
| author_facet |
Ruffing, Nicholas Luke |
| author_sort |
Ruffing, Nicholas Luke |
| title |
Analysis of Smartphone Traffic |
| title_short |
Analysis of Smartphone Traffic |
| title_full |
Analysis of Smartphone Traffic |
| title_fullStr |
Analysis of Smartphone Traffic |
| title_full_unstemmed |
Analysis of Smartphone Traffic |
| title_sort |
analysis of smartphone traffic |
| publisher |
Cleveland State University / OhioLINK |
| publishDate |
2015 |
| url |
http://rave.ohiolink.edu/etdc/view?acc_num=csu1430150923 |
| work_keys_str_mv |
AT ruffingnicholasluke analysisofsmartphonetraffic |
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