IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
... (for ESS/CS/ES/ISS)
Tech. Rep. Archives
... (for ES/CS)
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2018-03-01 09:00
Classifying OSes on User Devices Using the Similarity of DNS Query Sets
Yuka Komai, Masahiro Kobayashi, Shigeaki Harada, Keisuke Ishibashi, Ryoichi Kawahara (NTT), Tatsuya Mori, Shigeki Goto (Waseda Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Due to the emergence of various user devices, it becomes important to manage traffic based on OSes (Operating Systems) on user devices, because huge traffic occurs when software updates for an OS are available. Therefore, we have proposed the method for classifying OSes on user devices using the similarity of DNS (Domain Name System) query sets by the factor analysis. In our previous work, FQDNs (Fully Qualified Domain Names) which are accessed from many devices are analyzed, which decreases the accuracy of classifying OSes. In this paper, we extend the method by analyzing accessed FQDNs which are highly related to a specific OS. In the extended method, these FQDNs are selected based on the frequency of users’ accesses to each FQDN. An experimental result shows that our extended method achieves higher accuracy of OS classification compared with the previous method.
Keyword (in Japanese) (See Japanese page) 
(in English) Traffic / OS / Classification / DNS Query / FQDN / Factor Analysis / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 460, IN2017-89, pp. 1-4, March 2018.
Paper # IN2017-89 
Date of Issue 2018-02-22 (IN) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee NS IN  
Conference Date 2018-03-01 - 2018-03-02 
Place (in Japanese) (See Japanese page) 
Place (in English) Phoenix Seagaia Resort 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To IN 
Conference Code 2018-03-NS-IN 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Classifying OSes on User Devices Using the Similarity of DNS Query Sets 
Sub Title (in English)  
Keyword(1) Traffic  
Keyword(2) OS  
Keyword(3) Classification  
Keyword(4) DNS Query  
Keyword(5) FQDN  
Keyword(6) Factor Analysis  
Keyword(7)  
Keyword(8)  
1st Author's Name Yuka Komai  
1st Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
2nd Author's Name Masahiro Kobayashi  
2nd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
3rd Author's Name Shigeaki Harada  
3rd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
4th Author's Name Keisuke Ishibashi  
4th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
5th Author's Name Ryoichi Kawahara  
5th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
6th Author's Name Tatsuya Mori  
6th Author's Affiliation Waseda University (Waseda Univ.)
7th Author's Name Shigeki Goto  
7th Author's Affiliation Waseda University (Waseda Univ.)
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker
Date Time 2018-03-01 09:00:00 
Presentation Time 20 
Registration for IN 
Paper # IEICE-IN2017-89 
Volume (vol) IEICE-117 
Number (no) no.460 
Page pp.1-4 
#Pages IEICE-4 
Date of Issue IEICE-IN-2018-02-22 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan