User tracking based on behavioral fingerprints

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6467 LNCS, Issue , 2010, Pages 76-95

  Lackner, Günther ^a   Teufl, Peter ^a   Weinberger, Roman ^b  

^a GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

^b Studio78at   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVATION PATTERNS; CELLULAR NETWORK; COMPLEX DATA; CONCEPT-BASED; EMAIL HEADER; IEEE 802.11S; MAC ADDRESS; MACHINE LEARNING TECHNIQUES; METROPOLITAN AREA; METROPOLITAN NETWORKS; PHYSICAL LOCATIONS; PRIVACY AND SECURITY; USER TRACKING; WIRELESS COMMUNICATIONS NETWORKS;

ACTIVATION ANALYSIS; ARTIFICIAL INTELLIGENCE; CELLULAR NEURAL NETWORKS; CRYPTOGRAPHY; FEATURE EXTRACTION; MOBILE TELECOMMUNICATION SYSTEMS; STANDARDS; WIRELESS NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS; COMPLEX NETWORKS; LEARNING SYSTEMS;

NETWORK SECURITY;

EID: 78651060359     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-17619-7_7     Document Type: Conference Paper

References (28)

1. [BDM04] Berger, H., Dittenbach, M., Merkl, D.: An adaptive information retrieval system based on associative networks (2004)
2. [BLC02] Barbaŕa, D., Li, Y., Couto, J.: Coolcat: an entropy-based algorithm for categorical clustering. In: Proceedings of the Eleventh International Conference on Information and Knowledge Management, CIKM 2002, pp. 582- 589. ACM, New York (2002)
3. [Cou05] Couto, J.: Kernel k-means for categorical data. In: Famili, A.F., Kok, J.N., Peña, J.M., Siebes, A., Feelders, A. (eds.) IDA 2005. LNCS, vol. 3646, pp. 46-56. Springer, Heidelberg (2005)
4. [Cre97] Crestani, F.: Application of spreading activation techniques in information retrieval (1997)
5. [DYPL08] Desmond, L.C.C., Yuan, C.C., Pheng, T.C., Lee, R.S.: Identifying unique devices through wireless fingerprinting. In: Proceedings of the First ACM Conference on Wireless Network Security, WiSec 2008, pp. 46-55. ACM, New York (2008)
6. [EP07] Eagle, N., Pentland, A.S.: Eigenbehaviors: identifying structure in routine. Social Networks: New Perspectives (2007)
7. [Fel98] Fellbaum, C.: Wordnet: An electronic lexical database (language, speech, and communication). Hardcover (May 1998)
8. [Fra06] McCoy, D., Van Randwyk, J., Tabriz, P., Sicker, D., Neagoe, V., Franklin, J.: Passive data link layer 802.11 wireless device driver fingerprinting (2006)
9. [GH05] Guenther, A., Hoene, C.: Measuring round trip times to determine the distance between wlan nodes. Technical report, Telecommunication Networks Group, TU-Berlin, Germans (2005)
10. [HBK06] Hall, J., Barbeau, M., Kranakis, E.: Radio frequency fingerprinting for intrusion detection in wireless networks. In: IEEE Transactions On Dependable And Secure Computing (2006)
11. [KI96] Kozima, H., Ito, A.: Context-sensitive measurement of word distance by adaptive scaling of a semantic space. volume cmp-lg/9601007 (1996)
12. [Koh95] Kohonen, T.: Self-Organizing Maps. Springer Series in Information Sciences, vol. 30. Springer, Berlin (1995)
13. [Koh01] Kohonen, T.: Self-organizing maps. Springer Series in Information Sciences, vol. 30. Springer, Heidelberg (2001)
14. [Koz93] Kozima, H.: Similarity between words computed by spreading activation on an english dictionary. In: EACL, pp. 232-239 (1993)
15. [LLPT06] Lackner, G., Lamberger, M., Payer, U., Teufl, P.: Wifi fingerprinting. In: DACH Mobility 2006 (September 2006)
16. [LP07] Liu, Z., Peng, D.: User behavior identification for trust management in pervasive computing systems. In: Proceedings of the 11th IEEE International Workshop on Future Trends of Distributed Computing Systems, FTDCS 2007, Washington, DC, USA, pp. 65-72. IEEE Computer Society Press, Los Alamitos (2007)
17. [MS91] Martinetz, T., Schulten, K.: A "neural gas" network learns topologies. In: Kohonen, T., Mäkisara, K., Simula, O., Kangas, J. (eds.) Artificial Neural Networks, pp. 397-402. Elsevier, Amsterdam (1991)
18. [PGG+07] Pang, J., Greenstein, B., Gummadi, R., Seshan, S., Wetherall, D.: 802.11 user fingerprinting. In: Proceedings of the 13th Annual ACM International Conference on Mobile Computing and Networking, MobiCom 2007, pp. 99-110. ACM, New York (2007)
19. [Plu82] Plummer, D.C.: Rfc 862 - an ethernet address resolution protocol or converting network protocol addresses to 48.bit ethernet address for transmission on ethernet hardware (1982)
20. [QS04] Qin, A.K., Suganthan, P.N.: Robust growing neural gas algorithm with application in cluster analysis. Neural Netw. 17(8-9), 1135-1148 (2004)
21. [Qui68] Quillian, M.R.: Semantic memory (1968)
22. [Ris89] Rissanen J.: Stochastic Complexity in Statistical Inquiry Theory, World Scientific Publishing Co., Inc., River Edge (1989)
23. [Sie06] Sieka, B.: Active fingerprinting of 802.11 devices by timing analysis. In: 3rd IEEE Consumer Communications and Networking Conference, CCNC 2006. vol. 1, pp. 15-19 (January 2006)
24. [TL10] Teufl P. Lackner G.: Rdf data analysis with activation patterns. In: Proceedings of the 10th International Conference on Knowledge Management and Knowledge Technologies (i-KNOW 2010) Graz Austria (September 2010)
25. [TLP10] Teufl, P., Lackner, G., Payer, U.: From NLP (natural language processing) to MLP (machine language processing). In: Kotenko, I., Skormin, V. (eds.) MMM-ACNS 2010. LNCS, vol. 6258, pp. 256-269. Springer, Heidelberg (2010)
26. [TPF10] Teufl, P., Payer, U., Fellner, R.: Event correlation on the basis of activation patterns (2010)
27. [TPP09] Teufl P. Payer U. Parycek P.: Automated analysis of e-participation data by utilizing associative networks spreading activation and unsupervised learning ,pp.139-150, 2009
28. [TVA07] Tsatsaronis, G., Vazirgiannis, M., Androutsopoulos, I.: Word sense disambiguation with spreading activation networks generated from thesauri (January 2007)