Is Anybody Home? Inferring Activity from Smart Home Network Traffic

Proceedings - 2016 IEEE Symposium on Security and Privacy Workshops, SPW 2016

Volumn , Issue , 2016, Pages 245-251

  Copos, Bogdan ^a   Levitt, Karl ^a   Bishop, Matt ^a   Rowe, Jeff ^a  

^a University of California Davis   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; CARBON; CARBON DIOXIDE; INTELLIGENT BUILDINGS; PERSONAL COMMUNICATION SYSTEMS; TELECOMMUNICATION TRAFFIC; THERMOSTATS;

COVERT CHANNELS; INFERRING ACTIVITIES; PERSONAL INFORMATION; POTENTIAL ATTACK; SECURITY AND PRIVACY; SENSITIVE INFORMATIONS; TRAFFIC ANALYSIS; TRAFFIC CLASSIFICATION;

HOME NETWORKS;

EID: 85008684152     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SPW.2016.48     Document Type: Conference Paper

References (19)

1. Aircrack-ng.airdecap-ng.
2. G. D. Bissias, M. Liberatore, D. Jensen, B. N. Levine. Privacy vulnerabilities in encrypted http streams. Lecture notes in computer science, 3856:1, 2006.
3. H. Cheng and R. Avnur. Traffic analysis of ssl encrypted web browsing. URL citeseer. ist. psu. edu/656522. html, 1998.
4. K. P. Dyer, S. E. Coull, T. Ristenpart, T. Shrimpton. Peek-a-boo, i still see you: Why efficient traffic analysis countermeasures fail. In Security and Privacy (SP), 2012 IEEE Symposium on, pages 332-346. IEEE, 2012.
5. X. Fu, B. Graham, R. Bettati, W. Zhao, D. Xuan. Analytical and empirical analysis of countermeasures to traffic analysis attacks. In Parallel Processing, 2003. Proceedings. 2003 International Conference on, pages 483-492. IEEE, 2003.
6. S. Gibbs. Hackers can hijack wi-fi hello barbie to spy on your children, November 2015.
7. D. Herrmann, R. Wendolsky, H. Federrath. Website fingerprinting: attacking popular privacy enhancing technologies with the multinomial naive-bayes classifier. In Proceedings of the 2009 ACM workshop on Cloud computing security, pages 31-42. ACM, 2009.
8. A. Hintz. Fingerprinting websites using traffic analysis. In Privacy Enhancing Technologies, pages 171-178. Springer, 2003.
9. N. Labs. Nest weave.
10. M. Liberatore and B. N. Levine. Inferring the source of encrypted http connections. In Proceedings of the 13th ACM conference on Computer and communications security, pages 255-263. ACM, 2006.
11. X. Luo, P. Zhou, E. W. Chan, W. Lee, R. K. Chang, R. Perdisci. Httpos: Sealing information leaks with browser-side obfuscation of encrypted flows. In NDSS, 2011.
12. F. Mollers, S. Seitz, A. Hellmann, C. Sorge. Short paper: Extrapolation and prediction of user behaviour from wireless home automation communication. In Proceedings of the 2014 ACM Conference on Security and Privacy in Wireless 38; Mobile Networks, WiSec '14, pages 195-200, New York, NY, USA, 2014. ACM.
13. A. Panchenko, L. Niessen, A. Zinnen, T. Engel. Website fingerprinting in onion routing based anonymization networks. In Proceedings of the 10th annual ACM workshop on Privacy in the electronic society, pages 103-114. ACM, 2011.
14. V. Paxson. Bro: a System for Detecting Network Intruders in Real-Time. Computer Networks, 31(23-24):2435-2463, 1999.
15. Q. Sun, D. R. Simon, Y.-M. Wang, W. Russell, V. N. Padmanabhan, L. Qiu. Statistical identification of encrypted web browsing traffic. In Security and Privacy, 2002. Proceedings. 2002 IEEE Symposium on, pages 19-30. IEEE, 2002.
16. D. Wagner, B. Schneier, et al. Analysis of the ssl 3.0 protocol. In The Second USENIX Workshop on Electronic Commerce Proceedings, pages 29-40, 1996.
17. Wireshark. dumpcap.
18. C. V. Wright, S. E. Coull, F. Monrose. Traffic morphing: An efficient defense against statistical traffic analysis. In NDSS, 2009.
19. K. Zetter. Xfinity's security system flaws open house to thieves, January 2016.