Autonomic schemes for threat mitigation in Internet of Things

Journal of Network and Computer Applications

Volumn 49, Issue , 2015, Pages 112-127

  Ashraf, Qazi Mamoon ^a   Habaebi, Mohamed Hadi ^a  

^a INTERNATIONAL ISLAMIC UNIVERSITY MALAYSIA   (Malaysia)

Author keywords

Autonomy; Internet of Things; Security; Self management; Self security; Wireless sensor networks

Indexed keywords

INTERNET; SECURITY OF DATA; SURVEYS; WIRELESS SENSOR NETWORKS;

AUTONOMY; DISTRIBUTED COMMUNICATIONS; INTERNET OF THINGS (IOT); SECURITY; SELF MANAGEMENT; SELF-SECURITY; STANDARD INFORMATION; WIRELESS SENSOR NETWORK (WSNS);

INTERNET OF THINGS;

EID: 84920181628     PISSN: 10848045     EISSN: 10958592     Source Type: Journal    
DOI: 10.1016/j.jnca.2014.11.011     Document Type: Review

References (135)

1. S Abbas, M Merabti, D Llewellyn-Jones, and K Kifayat Lightweight Sybil attack detection in MANETs IEEE Syst J 7 2 2013 236 248 10.1109/JSYST.2012.2221912
2. Altolini D, Lakkundi V, Bui N, Tapparello C, Rossi M. Low power link layer security for IoT: implementation and performance analysis. In: Proceedings of the 9th international wireless communications and mobile computing conference, IWCMC 2013. Sardinia (Italy): Institute of Electrical and Electronics Engineers; July 2013. p. 919-25.
3. M Amin Toward self-healing energy infrastructure systems IEEE Comput Appl Power 14 1 2002 20 28 10.1109/67.893351
4. Arkko J, Devarapalli V, Dupont F. Using IPsec to protect mobile IPv6 signaling between mobile nodes and home agents. Network Working Group [Internet]. Internet Engineering Task Force; 2004 [cited 2014 Sep 1]. Available from 〈http://tools.ietf.org/rfc/rfc3776.txt〉.
5. Q.M. Ashraf, M.H. Habaebi, and J. Chebil SIHAT: simplifying interfaces in health-nets for achieving telemetry Qazi Muhammad Adnan Hye, Handbook on the emerging trends in scientific research 2014 Pak Publishing Group Pakistan 207 217
6. Ashraf QM, Habaebi MH, Sinniah GR, Ahmed MM, Khan S, Hameed S. Autonomic protocol and architecture for devices in Internet of Things. In: Proceedings of IEEE innovative smart grid technologies - Asia, ISGT Asia 2014. Kuala Lumpur (Malaysia): Institute of Electrical and Electronics Engineers; 2014b. p. 737-42.
7. Ashraf QM, Habaebi MH, Sinniah GR, Chebil J. Broadcast based registration technique for heterogenous nodes in the IoT. In: Proceedings engineering & technology, PET 2014. Sousse (Tunisia): International Publisher & C.O; 2014c. p. 45-50.
8. Babaoglu O, Jelasity M, Montresor A, Fetzer C, Leonardi S, van Moorsel A. et al. The self-star vision. Ozalp Babaoglu, Márk Jelasity, Alberto Montresor, Christof Fetzer, Stefano Leonardi, Aad van Moorsel, Maarten van Steen (Eds.) In: Self-star properties in complex information systems. Berlin Heidelberg: Springer, 10.1007/11428589-1; 2005. p. 1-20.
9. Babar S, Stango A, Prasad N, Sen J, Prasad R. Proposed embedded security framework for Internet of Things (IoT). In: Proceedings of 2nd international conference on wireless communication, vehicular technology, information theory and aerospace & electronic systems technology, wireless VITAE 2011. Chennai (India): Institute of Electrical and Electronics Engineers, 10.1109/WIRELESSVITAE.2011.5940923; 2011. p. 1-5.
10. P Baronti, P Pillai, VWC Chook, S Chessa, A Gotta, and YF. Hu Wireless sensor networks: a survey on the state of the art and the 802.15.4 and ZigBee standards Comput Commun 30 7 2007 1655 1695 10.1016/j.comcom.2006.12.020
11. N Battat, H Seba, and H. Kheddouci Monitoring in mobile ad hoc networks: a survey Comput Netw 69 2014 82 100 10.1016/j.comnet.2014.04.013
12. A Bhargav-Spantzel, AC Squicciarini, and E Bertino Trust negotiation in identity management IEEE Secur Priv 5 2 2007 55 63 10.1109/MSP.2007.46
13. Bysani LK, Turuk AK. A survey on selective forwarding attack in wireless sensor networks. In: Proceedings of international conference on devices and communications, ICDeCom 2011. Mesra (India): Institute of Electrical and Electronics Engineers; 2011. p. 1-5.
14. Y Cai, K Pelechrinis, X Wang, P Krishnamurthy, and Y. Mo Joint reactive jammer detection and localization in an enterprise WiFi network Comput Netw 57 18 2013 3799 3811 10.1016/j.comnet.2013.09.004
15. Canzanese R, Kam M, Mancoridis S. Toward an automatic, havioral malware classification system. In: Proceedings of the 7th international conference on self-adaptive and self-organizing systems, SASO 2013. Philadelphia (United States of America): Institute of Electrical and Electronics Engineers, 10.1109/SASO.2013.8; 2013. p. 111-20.
16. J Carmilema, MA Medrano, and D. Flores Detection and mitigation of MITM attacks in storage cloud infrastructures Rev Digit Cient Technol 1 2012 26 30
17. Chaqfeh MA, Mohamed N. Challenges in middleware solutions for the internet of things. In: Proceedings of international conference on collaboration technologies and systems, CTS 2012. Denver (United States of America): Institute of Electical and Electronics Engineers, doi:10.1109/CTS.2012.6261022; 2012. p. 21-6.
18. Chen D, Chang G, Jin L, Ren X, Li J, Li F. A novel secure architecture for the Internet of Things. In: Proceedings of fifth international conference on genetic and evolutionary computing, ICGEC 2011. Xiamen (China): Institute of Electrical and Electronics Engineers, doi:10.1109/ICGEC.2011.77; 2011. p. 311-14.
19. Chen TM, Nguyen N. Authentication and privacy. In: Encyclopedia of wireless and mobile communications: Taylor & Francis, doi:10.1081/E-EWMC-120043167; 2008.
20. Choi BG, Cho EJ, Kim JH, Hong CS, Kim JH. A sinkhole attack detection mechanism for LQI based mesh routing in WSN. In: Proceedings of the international conference on information networking, ICOIN 2009. Chiang Mai(Thailand): Institute of Electrical and Electronics Engineers; 2009. p. 1-5.
21. A. Coen-Porisini, P. Colombo, and S. Sicari Privacy aware systems: from models to patterns Mouratidis Haralambos, Software Engineering for Secure Systems: Industrial and Research Perspectives. 2010 IGI Global, University of East London UK 232 259 10.4018/978-1-61520-837-1.ch009
22. Corson S, Macker J. Mobile ad hoc networking (MANET): routing protocol performance issues and evaluation considerations [Internet]. Internet Engineering Task Force; 1999 [cited 2014 Sep 14]. Available from 〈http://tools.ietf.org/html/rfc2501〉.
23. HN Dai, Q Wang, D Li, and RCW Wong On eavesdropping attacks in wireless sensor networks with directional antennas Int J Distrib Sens Netw 2013 2013 1 13 10.1155/2013/760834
24. Delfs H, Knebl H. Symmetric-key encryption. In: Introduction to cryptography. Berlin: Springer; 2007. p. 11-31.
25. Deng H, Sun X, Wang B, Cao Y. Selective forwarding attack detection using watermark in WSNs. In: Proceedings of ISECS international colloquium on computing, communication, control and management, CCCM 2009. Sanya(China): Institute of Electrical and Electronics Engineers, 10.1109/CCCM.2009.5268016; 2009. p. 109-13.
26. Di Pietro R, Ma D, Soriente C, Tsudik G. POSH: Proactive co-operative self-healing in unattended wireless sensor networks. In: Proceedings of IEEE symposium on reliable distributed system, SRDS 2008. Naples(Italy): Institute of Electrical and Electronics Engineers, 10.1109/SRDS.2008.23; 2008. p. 185-94.
27. R Di Pietro, LV Mancini, C Soriente, A Spognardi, and G Tsudik Data security in unattended wireless sensor networks IEEE Trans Comput 58 11 2009 1500 1511 10.1109/TC.2009.109
28. DM Dobkin, and B. Aboussouan Low power Wi-Fi™(IEEE802.11) for IPsmart objects 2009 Gainspan Corporation Los Gatos (CA)
29. Dutta R, Dong Wu Y, Mukhopadhyay S. Constant storage self-healing key distribution with revocation in wireless sensor network. In: Proceedings of IEEE international conference on communications, ICC 2007. Glasgow(Scotland): Institute of Electrical and Electronics Engineers, 10.1109/ICC.2007.223; 2007. 1323-28.
30. D Feng, C Jiang, G Lim, LJ Cimini Jr, G Feng, and GY Li A survey of energy-efficient wireless communications IEEE Commun Surv Tutor 15 1 2013 167 178 10.1109/SURV.2012.020212.00049
31. RT Fielding (PhD thesis) Representational State Transfer (REST) 2000 University of California Irvine
32. Fischer K, Gesner J. Security architecture elements for IoT enabled automation networks. In: Proceedings of 17th international conference on emerging technologies & factory automation, ETFA 2012. Krakow (Poland): Institute of Electrical and Electronics Engineers, 10.1109/ETFA.2012.6489651; 2012. 1-8.
33. Ganta SR, Kasiviswanathan SP, Smith A. Composition attacks and auxiliary information in data privacy. In: Proceedings of the 14th ACM international conference on knowledge discover and data mining, SIGKDD 2002. Las Vegas (United States of America): Association for Computing Machinery, 10.1145/1401890.1401926; 2008. p. 265-73.
34. D Ghosh, R Sharman, H Raghav Rao, and S Upadhyaya Self-healing systems-survey and synthesis Decis Support Syst 42 4 2007 2164 2185 10.1016/j.dss.2006.06.011
35. A Gluhak, S Krco, M Nati, D Pfisterer, N Mitton, and T Razafindralambo A survey on facilities for experimental internet of things research IEEE Commun Mag 49 11 2011 58 67 10.1109/MCOM.2011.6069710
36. K Grover, and A Lim A survey of broadcast authentication schemes for wireless sensor networks Ad Hoc Netw 24(A) 2015 288 316 10.1016/j.adhoc.2014.06.008
37. L Gu, J Wang, and B Sun Trust management mechanism for Internet of Things Ch Commun 11 2 2014 148 156 10.1109/CC.2014.6821746
38. J Gubbi, R Buyya, S Marusic, and M Palaniswami Internet of Things (IoT): a vision, architectural elements, and future directions Future Gener Comput Syst 29 7 2013 1645 1660 10.1016/j.future.2013.01.010
39. Gui C, Mohapatra P. SHORT: self-healing and optimizing routing techniques for mobile ad hoc networks. In: Proceedings of the 4th ACM international symposium on mobile ad hoc networking & computing, MobiHoc 2003. Annapolis(United States of America): Association for Computing Machinery, 10.1145/778415.778448; 2003. 279-90.
40. Habaebi MH, Ashraf QM. System and method for detecting jammers in a wireless network and optimizing operation of the network. Malaysian Patent Pending PI 2014002288; 2014 August.
41. S. Hammer, M. Wißner, and E. André Trust-based decision-making for energy-aware device management Dimitrova Vania, Kuflik Tsvi, Chin David, Ricci Francesco, Dolog Peter, Houben Geert-Jan, User modeling, adaptation, and personalization 2014 Springer International Publishing Switzerland 326 337 10.1007/978-3-319-08786-3-29
42. S Han, B Tian, M He, and E Chang Efficient threshold self-healing key distribution with sponsorization for infrastructureless wireless networks IEEE Trans Wirel Commun 8 4 2009 1876 1887 10.1109/TWC.2009.080046
43. Hartke K. Practical issues with datagram transport layer security in constrained environments [Internet]. Internet Engineering Task Force; 2014 [cited 2014 Jul 14]. Available from: 〈http://www.ietf.org/archive/id/draft-hartke-dice-practical-issues-01.txt〉.
44. Hartke K, Bergmann O. DTLS In constrained environments (DICE) [Internet]. Internet Engineering Task Force; 2013 [cited 2014 Sep 10]. Available from: 〈http://www.ietf.org/proceedings/83/slides/slides-83-lwig-2.pdf〉.
45. D He, C Chen, S Chan, J Bu, and AV Vasilakos ReTrust: attack-resistant and lightweight trust management for medical sensor networks IEEE Trans Inf Technol Biomed 16 4 2012 623 632 10.1109/TITB.2012.2194788
46. D. Henrici, and P. Müller Tackling security and privacy issues in radio frequency identification devices Ferscha Alois, Mattern Friedemann, Pervasive computing 2004 Berlin Heidelberg Springer 219 224 10.1007/978-3-540-24646-6-16
47. Howitt I, Gutierrez JA. IEEE 802.15.4 low rate - wireless personal area network coexistence issues. In: Proceedings of IEEE wireless communications and networking, WCNC 2003. New Orleans(USA): Institute of Electrical and Electronics Engineers, 10.1109/WCNC.2003.1200605; 2003. p. 1481-86.
48. MC Huebscher, and JA McCann A survey of autonomic computing-degrees, models, and applications ACM Comput Surv 40 3 2008 2 28 10.1145/1380584.1380585
49. A Iera, C Floerkemeier, J Mitsugi, and G Morabito Internet of Things IEEE Wirel Commun 17 6 2010 8 9 10.1109/MWC.2010.5675772
50. W. Jänig Autonomic nervous system Schmidt Robert F., Thews Gerhrad, Human physiology 1989 Berlin Heidelberg Springer 333 370
51. A. Juels Minimalist cryptography for low-cost RFID tags Blundo Carlo, Cimato Stelvio, Security in communication networks 2005 Springer Berlin Heidelberg 149 164 10.1007/978-3-540-30598-9-11
52. Juels A, Rivest LR, Szydlo M. The blocker tag: selective blocking of RFID tags for consumer privacy. In: Proceedings of 10th ACM conference on computer and communication security, CCS 2003. Philadelphia(United States of America): Association for Computing Machinery, 10.1145/948109.948126; 2003. 103-11.
53. C Kalloniatis, E Kavakli, and S Gritzalis Addressing privacy requirements in system design: the pris method Requir Eng 13 3 2008 241 255 10.1007/s00766-008-0067-3
54. T Kang, X Li, C Yu, and J Kim A survey of security mechanisms with direct sequence spread spectrum signals J Comput Sci Eng 7 3 2013 187 197 10.5626/JCSE.2013.7.3.187
55. Kausar F, Hussain S, Park JH, Masood A. Secure group communicaiton with self-healing and rekeying in wireless sensor networks. In: Mobile ad-hoc and sensor networks. Berlin Heidelberg: Springer, 10.1007/978-3-540-77024-4-67; 2007. p. 737-48.
56. JO Kephart, and DM Chess The vision of autonomic computing Computer 36 1 2003 41 50 10.1109/MC.2003.1160055
57. Kim KH, Shin KG. Self-healing multi-radio wireless mesh networks. In: Proceedings of the 13th Annual ACM international conference on mobile computing and networking, MobiCom 2007. Montreal(Canada): Association for Computing Machinery, 10.1145/1287853.1287896; 2007. 326-29.
58. Kim YK, Lee H, Cho K, Lee DH. CADE: Cumulative acknowledgement based detection of selective forwarding attacks in wireless sensor networks. In: Proceedings of third international conference on convergenece and hybrid information technology, ICCIT 2008. Busan(South Korea): Institute of Electrical and Electronics Engineers, 10.1109/ICCIT.2008.271; 2008. 416-22.
59. J Koehler, D Giblin, D Gantenbein, and R Hauser On autonomic computing architectures 2003 IBM Research Zurich Research Laboratory Ruschlikon (Switzerland)
60. Koh JY, Ming JTC, Niyato D. Rate limiting client puzzle schemes for denial-of-service mitigation. In: Proceedings of IEEE wireless communications and networking conference, WCNC 2013. Shanghai(China): Institute of Electrical and Electronics Engineers, 10.1109/WCNC.2013.6554845; 2013. p. 1848-53.
61. T Kothmayr, C Schmitt, W Hu, M Brünig, and G Carle DTLS based security and two-way authentication for the Internet of Things Ad Hoc Netw 11 8 2013 2710 2723 10.1016/j.adhoc.2013.05.003
62. I. Krontiris, T. Dimitriou, T. Giannetsos, and M. Mpasoukos Intrusion detection of sinkhole attacks in wireless sensor networks Kutylowski Miroslaw, Cichon Jacek, Kubiak Przemyslaw, Algorithmic aspects of wireless sensor networks 2008 Springer Berlin Heidelberg 150 161 10.1007/978-3-540-77871-4-14
63. Kumar S. Group communication security for low-power and lossy networks (LLNs) [Internet]. Internet Engineering Task Force; 2014 [cited 2014 Sep 7]. Available from: 〈https://datatracker.ietf.org/doc/draft-kumar-dice-groupcomm-security/〉.
64. Kushalnagar N, Montenegro G, Schumacher C. IPv6 over low-power wireless personal area networks (6LoWPANs): Overview, assumptions, problem statement, and goals [Internet]. Internet Engineering Task Force; 2007 [cited 2014 Aug 2]. Available from 〈http://tools.ietf.org/html/rfc4919〉.
65. P. Lalanda, J.A. McCann, and A. Diaconescu Future of autonomic computing and conclusions Lalanda Philippe, McCann Julie A, Diaconescu Ada, Autonomic computing: principles, design and implementation 2013 Springer London 263 278 10.1007/978-1-4471-5007-7-10
66. Lee JY, Lin WC, Huang YH. A lightweight authentication protocol for the Internet of Things. In: Proceedings of the international symposium on next-generation electronics, ISNE 2014. Kwei-Shan (Taiwan): Institute of Electrical and Electronic Engineers, 10.1109/ISNE.2014.6839375; 2014. 1-2.
67. X Lin LSR: mitigating zero-day Sybil vulnerability in privacy-preserving vehicular peer-to-peer networks IEEE J Sel Areas Commun 31 9 2013 237 246 10.1109/JSAC.2013.SUP.0513021
68. Lioudakis GV, Koutsoloukas EA, Dellas N, Kapellaki S, Prezerakos GN, Kaklamani DI et al. A proxy for privacy: the discreet box. In: Proceedings of the international conference on computer as a tool, EUROCON 2008. Warsaw(Poland): Institute of Electrical and Electronics Engineers, 10.1109/EURCON.2007.4400521; 2007. 966-73.
69. J. Liu, Y. Xiao, and C.L.P. Chen Authenctication and access control in the Internet of Things Fàbrega Lluís, Vilà Pere, Careglio Davide, Papadimitriou Dimitri, Proceedings of 32nd international conference on distributed computing systems workshops, ICDCSW 2012 Institute of Electrical and Electronics Engineers Macau(China) 588 592 10.1109/ICDCSW.2012.23
70. Liu W, Keranidis S, Mehari M, Vanhie-Van Gerwen J, Bouckaert S, Yaron O, Moerman I. Various detection techniques and platforms for monitoring interference condition in a wireless testbed. In: Measurement methodology and tools. Berlin Heidelberg: Springer, 10.1007/978-3-642-41296-7-4; 2013. p. 43-60.
71. Liu Z, Liu H, Xu W, Chen Y. Wireless jamming localization by exploiting nodes' hearing ranges. Rajmohan Rajaraman, Thoma, s Moscibroda, Adam Dunkels, Anna Scaglione (Eds.) In: Distributed computing in sensor systems. Berlin Heidelberg: Springer, 10.1007/978-3-642-13651-1-25; 2010. p. 348-61.
72. Locke D. MQTT V3.1 Protocol Specification [Internet]. International Business Machines Corporation (IBM); 2011. [cited 2014 Aug 14] Available from: 〈http://www.ibm.com/developerworks/library/ws-mqtt/〉.
73. Loveland S, Hulten GJ, Haber EJ, Scarrow JL. Online risk mitigation. United States Patent US 8429743 B2; 2008 December 23.
74. Mahalle PN, Prasad NR, Prasad R. Threshold cryptography-based group authentication (TCGA) scheme for the Internet of Things. In: Proceedings of the 4th international conference on wireless communicatons, vehicular technology, information theory and aerospace & electronic systems, VITAE 2014. Aalborg (Denmark): Institute of Electrical and Electronics Engineers, 10.1109/VITAE.2014.6934425; 2014. 1-5.
75. Manzo M, Roosta T, Sastry S. Time synchronisation attacks in sensor networks. In: Proceedings of the 3rd ACM workshop on security of ad hoc and sensor networks, SASN 2005. Alexandria(United States of America): Association for Computing Machinery, 10.1145/1102219.1102238; 2005. 107-16.
76. K McCusker, and NE O'Connor Low energy symmetric key distribution in wireless sensor networks IEEE Trans Depend Secur Comput 8 3 2011 363 376 10.1109/TDSC.2010.73
77. LI Millett, and SH Holden Authentication and its privacy effects IEEE Internet Comput 7 6 2003 54 58 10.1109/MIC.2003.1250584
78. D Miorandi, S Sicari, F De Pellegrini, and I Chlamtac Internet of things: vision, applications and research challenges Ad Hoc Netw 10 7 2012 1497 1516 10.1016/j.adhoc.2012.02.016
79. Mobahat H. Authentication and lightweight cryptography in low cost RFID. In: Proceedings of 2nd international conference on software technology and engineering, ICSTE 2010. San Juan(United States of America): Institute of Electrical and Electronics Engineers, 10.1109/ICSTE.2010.5608776; 2010. 123-9.
80. A Mohebi, and S. Scott A survey on mitigation methods to black hole attack on AODV routing protocol Netw Complex Syst 3 9 2013 30 36
81. H Ning, H Liu, and LT Yang Cyber-entity security in the Internet of Things Computer 46 4 2013 46 53 10.1109/MC.2013.74
82. Ohkubo M, Suzuki K, Kinoshita S, 2004. Efficient hash-chain based RFID privacy protection scheme. In: Proceedings of international conference on ubiquitous computing, Ubicomp 2004.
83. M O'Neill The Internet of Things: do more devices mean more risks? Comput Fraud Secur 2014 1 2014 16 17 10.1016/S1361-3723(14)70008-9
84. J Pan, S Paul, and R. Jain A survey of the research on future Internet architectures IEEE Commun Mag 49 7 2011 26 36 10.1109/MCOM.2011.5936152
85. Pandarinath P. Secure localization with defense against selective forwarding attacks in wireless sensor networks. In: Proceedings of 3rd international conference on electronics computer technology, ICECT 2011. Kanyakumari(India): Institute of Electrical and Electronics Engineers, 10.1109/ICECTECH.2011.5941968; 2011. 112-7.
86. S Pawar, S El Rouayheb, and K. Ramchandran Securing dynamic distributed storage systems against eavesdropping and adversarial attacks IEEE Trans Inf Theory 57 11 2011 6734 6753 10.1109/TIT.2011.2162191
87. Petrov V, Edelev S, Komar M, Koucheryavy Y. Towards the era of wireless keys: how the IoT can change authentication paradigm. In: Proceedings of IEEE world forum on Internet of Things, WF-IoT 2014. Seoul (South Korea): Institute of Electrical and Electronics Engineers, 10.1109/WF-IoT.2014.6803116; 2014. 51-6.
88. Y Ping, H Yafei, Z Yiping, Z Shiyong, and D. Zhoulin Flooding attack and defence in ad hoc networks IEEE J Syst Eng Electron 17 2 2006 410 416 10.1016/S1004-4132(06)60070-4
89. R Poor, C Bowman, and CB Auburn Self-healing networks ACM Wirel Queue 1 3 2003 52 59 10.1145/846057.864027
90. Qu G, Hariri S, Jangiti S, Rudraraju J, Oh S, Fayssal S et al. Online monitoring and analysis for self-protection against network attacks. In: Proceedings of international conference on autonomic computing: Institute of Electrical and Electronics Engineers, 10.1109/ICAC.2004.1301398; 2004. 324-5.
91. Rabbachin A, Conti A, Win MZ. Intentional network interference for denial of wireless eavesdropping. In: Proceedings of IEEE global telecommunications conference, GLOBECOM 2011. Houston (United States of America): Institute of Electrical and Electronics Engineers, 10.1109/GLOCOM.2011.6134361; 2011. 1-6.
92. W Ren, L Yu, L Ma, and Y. Ren How to authenticate a device? Formal authentication models for M2M communications defending against ghost compromising attack Int J Distrib Sens Netw 2013 2013 1 9
93. Riahi A, Challal Y, Natalizio E, Chtourou Z, Bouabdallah A. A systemic approach for IoT security. In: Proceedings of international conference on distributed computing in sensor systems, DCOSS 2013. Cambridge(United States of America): Institute of Electrical and Electronics Engineers, 10.1109/DCOSS.2013.78; 2013. 351-5.
94. R Roman, P Najera, and J Lopez Securing the Internet of Things Computer 44 9 2011 51 58 10.1109/MC.2011.291
95. R Roman, J Zhou, and J. Lopez On the features and challenges of security and privacy in distributed Internet of Things Comput Netw 10 2013 2266 2279 10.1016/j.comnet.2012.12.018
96. P Schaffer, K Farkas, Á Horváth, T Holczer, and L. Buttyán Secure and reliable clustering in wireless sensor networks: a critical survey Comput Netw 56 11 2012 2726 2741 10.1016/j.comnet.2012.03.021
97. A Sehgal, V Perelman, S Kuryla, and J. Schonwalder Management of resource constrained devices in the Internet of Things IEEE Commun Mag 50 12 2012 144 149 10.1109/MCOM.2012.6384464
98. Sexton M, Smith E, Eydt B. Wireless security. In: Wiley Handbook of Science and Technology for Homeland Security. Wiley Online Library; 2009. p. 1-15. doi: 0.1002/9780470087923.hhs453.
99. H Shafiei, A Khonsari, H Derakhshi, and P. Mousavi Detection and mitigation of sinkhole attacks in wireless sensor networks J Comput Syst Sci 80 3 2014 644 653 10.1016/j.jcss.2013.06.016
100. Shelby Z. Constrained RESTful environments (CoRE) link format [Internet]. Internet Engineering Task Force; 2012 [cited 2014 Aug 1]. Available from: 〈http://tools.ietf.org/html/rfc6690〉.
101. Z Shelby, and C Bormann 6LoWPAN: the wireless embedded internet 43 Vol 2011 John Wiley & Sons
102. Shelby Z, Hartke K, Bormann C. Constrained application protocol (CoAp) [Internet]. Internet Engineering Tas Force; 2013 [cited 2014 Sep 5]. Available from: 〈http://tools.ietf.org/html/draft-ietf-core-coap-18〉.
103. Z Sheng, S Yang, Y Yu, AV Vasilakos, JA McCann, and KK Leung A survey on the IETF protocol suite for the Internet of Things: standards, challenges, and opportunities IEEE Wirel Commun 20 6 2013 91 98 10.1109/MWC.2013.6704479
104. W Shi, N Kumar, P Gong, N Chilamkurti, and H. Chang On the security of a certificateless online/offline signcryption for Internet of Things Peer-to-Peer Netw Appl 2014 1 5 10.1007/s12083-014-0249-3
105. Shila DM, Anjali T. Defending selective forwarding attacks in WMNs. In: Proceedings of IEEE international conference on electro/information technology, EIT 2008. Ames(United States of America): Institute of Electrical and Electronics Engineers, 10.1109/EIT.2008.4554274; 2008. 96-101.
106. M Shoreh, H Hosseinianfar, F Akhoundi, E Yazdian, M Farhang, and J. Salehi Design and implementation of spectrally-encoded spread-time CDMA transceiver IEEE Commun Lett 18 5 2014 741 744 10.1109/LCOMM.2014.033114.132471
107. VP Singh, S Jain, and J. Singhai Hello flood attack and its countermeasures in wireless sensor networks Int J Comput Sci 7 11 2010 23 27
108. Song J, Han S, Mok AK, Chen Deji, Lucas M, Nixon M. WirelessHART: applying wireless technology in real-time industrial process control. In: Proceedings of real-time and embedded technology and applications symposium, RTAS 2008. St. Louis(United States of America): Institute of Electrical and Electronic Engineers, 10.1109/RTAS.2008.15; 2008. 377-86.
109. L. Sweeney Achieving k-anonymity privacy protection using generalisation and suppression Int J Uncertain Fuzziness Knowl-Based Syst 10 5 2002 571 588 10.1142/S021848850200165X
110. L Sweeney k-anonymity: a model for protecting privacy Int J Uncertain Fuzziness Knowl-Based Syst 10 5 2002 557 570
111. Ukil A, Sen J, Koilakonda S. Embedded security for Internet of Things. In: Proceedings of 2nd national conference on emerging trends and applications in computer science, NCETACS 2011. Shillong(India): Institute of Electrical and Electronics Engineers, 10.1109/NCETACS.2011.5751382; 2011. 1-6.
112. E. Vassev, and M. Hinchey The ASSL formalism for real-time autonomic systems Higuera-Toledano Teresa-M, Brinkschulte Uwe, Rettberg Achim, Self-organization in embedded real-time systems 2013 Springer New York 151 177 10.1007/978-1-4614-1969-3-8
113. Vidalis S, Angelopoulou O. Assessing identity theft in the Internet of Things. In: Proceedings of IT convergence practice, INPRA; 2014. p. 14-20.
114. Vlajic N, Moniz N. Self-healing wireless sensor networks: results that may surpirse. In: Proceedings of IEEE globecom workshops. Washington (United States of America): Institute of Electrical and Electronics Engineers, 10.1109/GLOCOMW.2007.4437830; 2007. 1-7.
115. Vucinic M, Tourancheau B, Rousseau F, Duda A, Damon L, Guizzetti R. OSCAR: Object security architecture for the Internet of Things [Internet]. arXiv preprint arXiv:1404.7799; 2014 [cited 2014 Nov 2]. Available from: 〈http://arxiv.org/abs/1404.7799〉.
116. Y Wang, M Li, and Q. Zhang Efficient algorithms for p-self-protection problem in static wireless sensor networks IEEE Trans Parallel Distrib Syst 19 10 2008 1426 1438 10.1109/TPDS.2008.13
117. Y Wang, A Nakao, AV Vasilakos, and J Ma P2P soft security: on evolutionary dynamics of P2P incentive mechanism Comput Commun 34 3 2011 241 249 10.1016/j.comcom.2010.01.021
118. Wasilewski K, Branch JW, Lisee M, Szymanski BK. Self-healing routing: a study in efficiency and resiliency of data delivery in wireless sensor networks. In: Proceedings of unattended ground, sea, and air sensor technologies and applications IX. Florida(United States of America):SPIE, 10.1117/12.723515; 2007.
119. T Watteyne, A Molinaro, MG Richichi, and M. Dohler From MANET to IETF ROLL Standardization: a paradigm shift in WSN routing protocols IEEE Commun Surv Tutor 13 4 2011 688 707 10.1109/SURV.2011.082710.00092
120. L Wei, H Zhu, Z Cao, X Dong, W Jia, and Y Chen Security and privacy for storage and computation in cloud computing Inf Sci 258 2014 371 386 10.1016/j.ins.2013.04.028
121. Wei L, Zhu H, Cao Z, Jia W, Vasilakos AV. SecCloud: bridging secure storage and computation in cloud. In: Proceedings of IEEE 30th International conference on distributed computing systems wokshops, ICDCSW 2010. Genova(Italy): Institute of Electrical and Electronics Engineers, 10.1109/ICDCSW.2010.36; 2010. 52-61.
122. S.A. Weis, S.E. Sarma, R.L. Rivest, and D.W. Engels Security and privacy aspects of low-cost radio frequency identification systems Hutter Dieter, Müller Günter, Stephan Werner, Ullmann Markus, Security in pervasive computing 2004 Springer Berlin Heidelberg 201 212 10.1007/978-3-540-39881-3-18
123. Wood A, Stankovic JA, Zhou G. DEEJAM: defeating energy-efficient jamming in IEEE 802.15.4-based wireless networks. In: Proceedings of 4th annual IEEE communications society conference on sensor, mesh and ad hoc communications and networks, SECON '07. San Diego(United States of America): Institute of Electrical and Electronics Engineers, doi:10.1109/SAHCN.2007.4292818; 2007. 60-9.
124. Wrightson T. Principle 9: CIA triad. In: Wireless network security: a beginner's guide. 1st Edition. McGraw-Hill; 2012.
125. M Xiang, Q Bai, and W Liu Trust-based adaptive routing for smart grid systems J Inf Process 22 2 2014 210 218 10.2197/ipsjjip.22.210
126. Xiao S, Gong W, Towsley D. Secure wireless communication with dynamic secrets. In: Proceedings of INFOCOM 2010. San Diego(United States of America): Institute of Electrical and Electronics Engineers, doi:10.1109/INFCOM.2010.5461974; 2010. 1-9.
127. Z Yan, P Zhang, and AV Vasilakos A survey on trust management for Internet of Things J Netw Comput Appl 42 2014 120 134 10.1016/j.jnca.2014.01.014
128. Yu H, Gibbons PB, Kaminsky M, Xiao F. SybilLimit: a near-optimal social network defense against Sybil attacks. In: Proceedings of symposium on security and privacy, SP 2008. Oakland(United States of America): Institute of Electrical and Electronics Engineers, doi: 10.1109/SP.2008.13; 2008a. 3-17.
129. H Yu, M Kaminsky, PB Gibbons, and AD Flaxman SybilGuard: defending against Sybil attacks via social networks IEEE/ACM Trans Netw 16 3 2008 576 589 10.1109/TNET.2008.923723
130. Zhang B, Zou Z, Liu M. Evaluation on security system of Internet of Things based on fuzzy-AHP method. In: Proceedings of the international conference on e-business and e-government, ICEE 2011. Shanghai (China): Institute of Electrical and Electronics Engineers, 10.1109/ICEBEG.2011.5881939; 2011. 1-5.
131. H Zhang, and A. Arora GS3: scalable self-configuring and self-healing in wireless sensor networks Comput Netw 43 4 2003 459 480 10.1016/S1389-1286(03)00354-2
132. Zhao K, Ge L. A survey on the Internet of Things security. In: Proceedings of 9th international conference on computational intelligence and security, CIS 2013. Leshan (China): Institute of Electrical and Electronicss Engineers, 10.1109/CIS.2013.145; 2013. 663-7.
133. J Zheng, D Simplot-Ryl, C Bisdikian, and HT. Mouftah The Internet of Things IEEE Commun Mag 49 11 2011 30 31
134. L Zhou, and HC. Chao Multimedia traffic security architecture for the Internet of Things IEEE Netw 25 3 2011 35 40 10.1109/MNET.2011.5772059
135. T Zhou, RR Choudhury, P Ning, and K. Chakrabarty P2DAP- Sybil attacks detection in vehicular ad hoc networks IEEE J Sel Areas Commun 29 3 2011 582 594 10.1109/JSAC.2011.110308