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Internet of things security: A top-down survey
Abstract
Abstract Internet of Things (IoT) is one of the promising technologies that has attracted a lot of attention in both industrial and academic fields these years. It aims to integrate seamlessly both physical and digital worlds in one single ecosystem that makes up a new intelligent era of Internet. This technology offers a huge business value for organizations and provides opportunities for many existing applications such as energy, healthcare and other sectors. However, as new emergent technology, IoT suffers from several security issues which are most challenging than those from other fields regarding its complex environment and resources-constrained IoT devices. A lot of researches have been initiated in order to provide efficient security solutions in IoT, particularly to address resources constraints and scalability issues. Furthermore, some technologies related to networking and cryptocurrency fields such as Software Defined Networking (SDN) and Blockchain are revolutionizing the world of the Internet of Things thanks to their efficiency and scalability. In this paper, we provide a comprehensive top down survey of the most recent proposed security and privacy solutions in IoT. We discuss particularly the benefits that new approaches such as blockchain and Software Defined Networking can bring to the security and the privacy in IoT in terms of flexibility and scalability. Finally, we give a general classification of existing solutions and comparison based on important parameters.
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Cites
Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications
Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., & Ayyash, M. (2015) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2015.2444095 · Cited by 8,630
k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
SWEENEY, L. (2002) · International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems · doi:10.1142/s0218488502001648 · Cited by 8,571
Ciphertext-Policy Attribute-Based Encryption
Bethencourt, J., Sahai, A., & Waters, B. (2007) · 2007 IEEE Symposium on Security and Privacy (SP '07) · doi:10.1109/sp.2007.11 · Cited by 5,131
Blockchains and smart contracts for the internet of things
Christidis, K., & Devetsikiotis, M. (2016) · IEEE Access · doi:10.1109/access.2016.2566339 · Cited by 4,552
Yue, X., Wang, H., Jin, D., Li, M., & Jiang, W. (2016) · Journal of Medical Systems · doi:10.1007/s10916-016-0574-6 · Cited by 1,240
Blockchain for the Internet of Things: A systematic literature review
Conoscenti, M., Vetro, A., & De Martin, J. C. (2016) · 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) · doi:10.1109/aiccsa.2016.7945805 · Cited by 769
Toward an ontology‐driven blockchain design for supply‐chain provenance
Kim, H. M., & Laskowski, M. (2018) · Intelligent Systems in Accounting, Finance and Management · doi:10.1002/isaf.1424 · Cited by 652
A survey of approaches combining safety and security for industrial control systems
Kriaa, S., Pietre-Cambacedes, L., Bouissou, M., & Halgand, Y. (2015) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2015.02.008 · Cited by 375
A survey SCADA of and critical infrastructure incidents
Miller, B., & Rowe, D. (2012) · Proceedings of the 1st Annual conference on Research in information technology · doi:10.1145/2380790.2380805 · Cited by 336
A secure and quality-aware prototypical architecture for the Internet of Things
Sicari, S., Rizzardi, A., Miorandi, D., Cappiello, C., & Coen-Porisini, A. (2016) · Information Systems · doi:10.1016/j.is.2016.02.003 · Cited by 127
Research works printed but not linked: 56
- Alaba, 2017, Internet of things security: a survey, J. Netw. Comput. Appl., 10.1016/j.jnca.2017.04.002 · DOI · Paper page
- Alcaide, 2013, Anonymous authentication for privacy-preserving iot target-driven applications, Comput. Secur., 37, 111, 10.1016/j.cose.2013.05.007 · DOI
- M. Atzori, Blockchain-based architectures for the internet of things: A survey, Available at SSRN: https://ssrn.com/abstract=2846810 (2017). · DOI
- Bahga, 2016, Blockchain platform for industrial internet of things, J. Softw. Eng. Appl., 9, 533, 10.4236/jsea.2016.910036 · DOI · Paper page
- Balte, 2015, Security issues in internet of things (iot): a survey, Int. J. Adv. Res.Comput. Sci. Softw. Eng., 5
- Bruening, 2010, Data tagging for new information governance models, IEEE Secur. Priv., 8, 64, 10.1109/MSP.2010.147 · doi:10.1109/msp.2010.147
- Butun, 2014, A survey of intrusion detection systems in wireless sensor networks, IEEE Commun. Surv. Tutorials, 16, 266, 10.1109/SURV.2013.050113.00191 · DOI · Paper page
- Choi, 2013, The best keying protocol for sensor networks, Pervasive Mob. Comput., 9, 564, 10.1016/j.pmcj.2012.06.007 · doi:10.1016/j.pmcj.2012.06.007
- Di Mauro, 2015, Adaptive security in odmac for multihop energy harvesting wireless sensor networks, Int. J. Distrib. Sens. Netw., 11, 760302, 10.1155/2015/760302 · DOI
- Di Pietro, 2003, Providing secrecy in key management protocols for large wireless sensors networks, Ad Hoc Netw., 1, 455, 10.1016/S1570-8705(03)00046-5 · doi:10.1016/s1570-8705(03)00046-5
- Dini, 2015, Key propagation in wireless sensor networks, Comput. Electr. Eng., 41, 426, 10.1016/j.compeleceng.2014.02.008 · doi:10.1016/j.compeleceng.2014.02.008
- Donohoe, 2015, Context-awareness and the smart grid: requirements and challenges, Comput. Networks, 79, 263, 10.1016/j.comnet.2015.01.007 · DOI
- Du, 2006, A key predistribution scheme for sensor networks using deployment knowledge, IEEE Trans. Dependable Secure Comput., 3, 62, 10.1109/TDSC.2006.2 · DOI · Paper page
- Granjal, 2015, Security for the internet of things: a survey of existing protocols and open research issues, IEEE Commun. Surv. Tutorials, 17, 1294, 10.1109/COMST.2015.2388550 · DOI · Paper page
- Guo, 2014, Cp-abe with constant-size keys for lightweight devices, IEEE Trans. Inf. Forensics Secur., 9, 763, 10.1109/TIFS.2014.2309858 · DOI · Paper page
- Guo, 2017, A survey of trust computation models for service management in internet of things systems, Comput. Commun., 97, 1, 10.1016/j.comcom.2016.10.012 · DOI · Paper page
- Gusmeroli, 2013, A capability-based security approach to manage access control in the internet of things, Math. Comput. Model., 58, 1189, 10.1016/j.mcm.2013.02.006 · DOI · Paper page
- He, 2011, Distributed access control with privacy support in wireless sensor networks, IEEE Trans. Wireless Commun., 10, 3472, 10.1109/TWC.2011.072511.102283 · DOI
- Huo-wang, 2013, Parallel clustering-based k-anonymity algorithm in internet of things, Inf. Technol., 12, 003
- Joshitta, 2016, Security in iot environment: a survey, Int. J. Inf. Technol.Mech. Eng.-IJITME, 2, 1
- Klugah-Brown, 2015, A signcryption scheme from certificateless to identity-based environment for wsns into iot, Int. J. Comput. Appl., 120
- Kumar, 2017, A traceability analysis of monero’s blockchain., IACR Cryptol., 2017, 338
- Kumar, 2014, A survey on internet of things: security and privacy issues, Int. J. Comput. Appl., 90
- Y. Lee, W. Lee, G. Shin, K. Kim, Assessing the impact of dos attacks on iot gateway, Bangkok, Thailand, 2016. · doi:10.1007/978-981-10-5041-1_43
- Li, 2016, Practical access control for sensor networks in the context of the internet of things, Comput. Commun., 89, 154, 10.1016/j.comcom.2016.03.007 · DOI
- Liu, 2012, Cyber security and privacy issues in smart grids, IEEE Commun. Surv. Tutorials, 14, 981, 10.1109/SURV.2011.122111.00145 · DOI · Paper page
- Lu, 2017, A lightweight privacy-preserving data aggregation scheme for fog computing-enhanced iot, IEEE Access, 5, 3302, 10.1109/ACCESS.2017.2677520 · DOI · Paper page
- Ma, 2014, Distributed access control with adaptive privacy preserving property for wireless sensor networks, Secur. Commun. Networks, 7, 759, 10.1002/sec.777 · DOI
- Mainelli, 2014, Chain of a lifetime: how blockchain technology might transform personal insurance, Long Financ.
- Malina, 2016, On perspective of security and privacy-preserving solutions in the internet of things, Comput. Networks, 102, 83, 10.1016/j.comnet.2016.03.011 · DOI
- Mao, 2016, Fully secure fuzzy identity-based encryption for secure iot communications, Comput. Stand. Interf., 44, 117, 10.1016/j.csi.2015.06.007 · DOI
- Mejri, 2014, Survey on vanet security challenges and possible cryptographic solutions, Veh. Commun., 1, 53, 10.1016/j.vehcom.2014.05.001 · DOI · Paper page
- Mitchell, 2014, A survey of intrusion detection techniques for cyber-physical systems, ACM Comput. Surv. (CSUR), 46, 55, 10.1145/2542049 · DOI · Paper page
- Mitchell, 2013, Effect of intrusion detection and response on reliability of cyber physical systems, IEEE Trans. Reliab., 62, 199, 10.1109/TR.2013.2240891 · DOI · Paper page
- R. Neisse, G. Steri, G. Baldini, E. Tragos, I.N. Fovino, M. Botterman, Dynamic context-aware scalable and trust-based iot security, privacy framework, Chapter in Internet of Things Applications-From Research and Innovation to Market Deployment, IERC Cluster Book(2014).
- Nguyen, 2015, Survey on secure communication protocols for the internet of things, Ad Hoc Netw., 32, 17, 10.1016/j.adhoc.2015.01.006 · DOI · Paper page
- Ouaddah, 2017, Access control in the internet of things: big challenges and new opportunities, Comput. Networks, 112, 237, 10.1016/j.comnet.2016.11.007 · DOI · Paper page
- Rghioui, 2014, Denial-of-service attacks on 6lowpan-rpl networks: threats and an intrusion detection system proposition, J. Adv. Comput. Sci. Technol., 3, 143, 10.14419/jacst.v3i2.3321 · doi:10.14419/jacst.v3i2.3321
- Roman, 2013, On the features and challenges of security and privacy in distributed internet of things, Comput. Networks, 57, 2266, 10.1016/j.comnet.2012.12.018 · DOI · Paper page
- Sahraoui, 2015, Efficient hip-based approach to ensure lightweight end-to-end security in the internet of things, Comput. Networks, 91, 26, 10.1016/j.comnet.2015.08.002 · DOI
- Shah, 2014, A survey of security challenges in internet of things (iot) integration with wsn, AUS J.
- Sicari, 2017, A policy enforcement framework for internet of things applications in the smart health, Smart Health, 10.1016/j.smhl.2017.06.001 · DOI · Paper page
- Sicari, 2015, Security, privacy and trust in internet of things: the road ahead, Comput. Networks, 76, 146, 10.1016/j.comnet.2014.11.008 · DOI · Paper page
- Sicari, 2016, Security policy enforcement for networked smart objects, Comput. Networks, 108, 133, 10.1016/j.comnet.2016.08.014 · DOI
- Silva, 2013, A dependability evaluation tool for the internet of things, Comput. Electr. Eng., 39, 2005, 10.1016/j.compeleceng.2013.04.021 · DOI
- Su, 2014, Epass: an expressive attribute-based signature scheme with privacy and an unforgeability guarantee for the internet of things, Future Gener. Comput. Syst., 33, 11, 10.1016/j.future.2013.10.016 · DOI
- Tonyali, 2016, Secure data obfuscation scheme to enable privacy-preserving state estimation in smart grid ami networks, IEEE Internet Things J., 3, 709, 10.1109/JIOT.2015.2510504 · doi:10.1109/jiot.2015.2510504
- Vandana, 2016, Security improvement in iot based on software defined networking (sdn), Int. J. Eng. Technol.Res. (IJSETR), 5, 291
- Vikas, 2015, Internet of things (iot): a survey on privacy issues and security, Int. J. Scientific Res.Sci. Eng. Technol., 1, 168
- Wang, 2013, Secure and efficient control transfer for iot devices, Int. J. Distrib. Sens. Netw., 9, 503404, 10.1155/2013/503404 · doi:10.1155/2013/503404
- Yan, 2014, A survey on trust management for internet of things, J.Netw.Comput.Appl., 42, 120, 10.1016/j.jnca.2014.01.014 · DOI · Paper page
- Yao, 2015, A lightweight attribute-based encryption scheme for the internet of things, Future Gener. Comput. Syst., 49, 104, 10.1016/j.future.2014.10.010 · DOI · Paper page
- Yu, 2011, Fdac: toward fine-grained distributed data access control in wireless sensor networks, IEEE Trans. Parallel Distrib. Syst., 22, 673, 10.1109/TPDS.2010.130 · DOI
- Zanella, 2014, Internet of things for smart cities, IEEE Internet Things J., 1, 22, 10.1109/JIOT.2014.2306328 · DOI · Paper page
- Zhang, 2012, Distributed privacy-preserving access control in sensor networks, IEEE Trans. Parallel Distrib. Syst., 23, 1427, 10.1109/TPDS.2011.299 · doi:10.1109/tpds.2011.299
- Zhu, 2006, Leap+: efficient security mechanisms for large-scale distributed sensor networks., ACM Trans. Sen. Netw., 2, 500, 10.1145/1218556.1218559 · DOI · Paper page
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“In [13], the authors provide a top-down survey of IoT security.”
BackgroundAsharf, J., Moustafa, N., Khurshid, H., Debie, E., Haider, W., & Wahab, A. (2020) · Electronics · doi:10.3390/electronics9071177 · Cited by 378
Metadata
- Authors
- Kouicem, D. E., Bouabdallah, A., & Lakhlef, H.
- Venue
- Computer Networks
- Publisher
- Elsevier BV
- Published
- 2018-08
- Volume
- 141
- Pages
- 199-221
- ISSN
- 1389-1286 (ISSN-L)
- OpenAlex
- W2793723077
- Cited by
- 570
- References
- 10
- FWCI
- 45.28
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- Funders
- National Agency for Research (ANR-11-IDEX-0004-02)
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