Intrusion detection systems in Internet of Things: A literature review

The Internet of Things (IoT) is a new model that integrates physical objects and Internet and became one of the principal technological evolutions of computing. It is estimated that a trillion of physical objects will be connected to the Internet until 2022. The low accessibility and the lack of interoperability of many of these devices in a vast heterogenous landscape will make it very hard to design specific security measures and apply specific security mechanism. Moreover, IoT networks still exposed and vulnerable to attacks aimed to disrupt the network. Therefore, additional security tools specific to IoT are needed. Intrusion Detection System (IDS) could fulfill this purpose. In this paper, we present a literature review on the IDS in IoT topic, mainly focusing on the current state of research by examining the literature, identifying current trends and presenting open issues and future directions.

[1]  Guangjie Han,et al.  Policy and network-based intrusion detection system for IPv6-enabled wireless sensor networks , 2014, 2014 IEEE International Conference on Communications (ICC).

[2]  Jonathan Loo,et al.  A Specification-Based IDS for Detecting Attacks on RPL-Based Network Topology , 2016, Inf..

[3]  Jonathan Loo,et al.  Specification-based IDS for securing RPL from topology attacks , 2011, 2011 IFIP Wireless Days (WD).

[4]  Thiemo Voigt,et al.  Routing Attacks and Countermeasures in the RPL-Based Internet of Things , 2013, Int. J. Distributed Sens. Networks.

[5]  Yu Chen,et al.  Ultra-lightweight deep packet anomaly detection for Internet of Things devices , 2015, 2015 IEEE 34th International Performance Computing and Communications Conference (IPCCC).

[6]  Maurizio A. Spirito,et al.  DEMO: An IDS framework for internet of things empowered by 6LoWPAN , 2013, CCS.

[7]  Ravi Sankar,et al.  A Survey of Intrusion Detection Systems in Wireless Sensor Networks , 2014, IEEE Communications Surveys & Tutorials.

[8]  Elisa Bertino,et al.  Kalis — A System for Knowledge-Driven Adaptable Intrusion Detection for the Internet of Things , 2017, 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS).

[9]  Choong Seon Hong,et al.  Attack Model and Detection Scheme for Botnet on 6LoWPAN , 2009, APNOMS.

[10]  Michele Nogueira Lima,et al.  Detection of sinkhole attacks for supporting secure routing on 6LoWPAN for Internet of Things , 2015, 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM).

[11]  Jana Krimmling,et al.  Integration and evaluation of intrusion detection for CoAP in smart city applications , 2014, 2014 IEEE Conference on Communications and Network Security.

[12]  Hon Sun Chiu,et al.  Real Time Intrusion and Wormhole Attack Detection in Internet of Things , 2015 .

[13]  Mazliza Othman,et al.  Internet of Things security: A survey , 2017, J. Netw. Comput. Appl..

[14]  Mohsen Guizani,et al.  Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications , 2015, IEEE Communications Surveys & Tutorials.

[15]  Maurizio A. Spirito,et al.  Denial-of-Service detection in 6LoWPAN based Internet of Things , 2013, 2013 IEEE 9th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob).

[16]  John R. Vacca.  Computer and Information Security Handbook , 2009 .

[17]  Sean Carlisto de Alvarenga,et al.  A survey of intrusion detection in Internet of Things , 2017, J. Netw. Comput. Appl..

[18]  Pearl Brereton,et al.  Performing systematic literature reviews in software engineering , 2006, ICSE.

[19]  Sunil Kumar,et al.  Intrusion detection in mobile ad hoc networks: techniques, systems, and future challenges , 2016, Secur. Commun. Networks.

[20]  Alessandro Neri,et al.  A federated architecture approach for Internet of Things security , 2014, 2014 Euro Med Telco Conference (EMTC).

[21]  Imran A. Zualkernan,et al.  Internet of things (IoT) security: Current status, challenges and prospective measures , 2015, 2015 10th International Conference for Internet Technology and Secured Transactions (ICITST).

[22]  Navdeep Singh,et al.  A Survey of Intrusion Detection Techniques , 2013 .

[23]  Dmitry Zegzhda,et al.  Achieving Internet of Things security via providing topological sustainability , 2015, 2015 Science and Information Conference (SAI).

[24]  A. Iera,et al.  The Internet of Things: A survey , 2010, Comput. Networks.

[25]  Tsung-Han Lee,et al.  A Lightweight Intrusion Detection Scheme Based on Energy Consumption Analysis in 6LowPAN , 2013, EMC/HumanCom.

[26]  Xinyu Yang,et al.  A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications , 2017, IEEE Internet of Things Journal.

[27]  Antonio Pescapè,et al.  Integration of Cloud computing and Internet of Things: A survey , 2016, Future Gener. Comput. Syst..

[28]  Deokho Kim,et al.  A Malicious Pattern Detection Engine for Embedded Security Systems in the Internet of Things , 2014, Sensors.

[29]  Jinquan Zeng,et al.  Research on immunity-based intrusion detection technology for the Internet of Things , 2011, 2011 Seventh International Conference on Natural Computation.

[30]  Antonio Iera,et al.  The Social Internet of Things (SIoT) - When social networks meet the Internet of Things: Concept, architecture and network characterization , 2012, Comput. Networks.

[31]  Thiemo Voigt,et al.  Intrusion Detection in the RPL-connected 6LoWPAN Networks , 2017, IoTPTS@AsiaCCS.

[32]  Wu He,et al.  Internet of Things in Industries: A Survey , 2014, IEEE Transactions on Industrial Informatics.

[33]  Rajeev Kumar Kanth,et al.  Distributed internal anomaly detection system for Internet-of-Things , 2016, 2016 13th IEEE Annual Consumer Communications & Networking Conference (CCNC).

[34]  Karen A. Scarfone,et al.  Guide to Intrusion Detection and Prevention Systems (IDPS) , 2007 .

[35]  Chun-Hung Richard Lin,et al.  Intrusion detection system: A comprehensive review , 2013, J. Netw. Comput. Appl..

[36]  Aref Meddeb,et al.  Internet of things standards: who stands out from the crowd? , 2016, IEEE Communications Magazine.

[37]  R SonikaH,et al.  A Survey on Intrusion Detection Systems in Mobile Ad-hoc Networks , 2017 .

[38]  Anjali Sardana,et al.  Identity management framework for cloud based internet of things , 2012, SecurIT '12.

[39]  P. Venkata Krishna,et al.  A Learning Automata Based Solution for Preventing Distributed Denial of Service in Internet of Things , 2011, 2011 International Conference on Internet of Things and 4th International Conference on Cyber, Physical and Social Computing.

[40]  Thiemo Voigt,et al.  SVELTE: Real-time intrusion detection in the Internet of Things , 2013, Ad Hoc Networks.

[41]  Abhishek Gupta,et al.  Computational intelligence based intrusion detection systems for wireless communication and pervasive computing networks , 2013, 2013 IEEE International Conference on Computational Intelligence and Computing Research.

[42]  Anurag Agarwal,et al.  The Internet of Things—A survey of topics and trends , 2014, Information Systems Frontiers.

[43]  Ing-Ray Chen,et al.  A survey of intrusion detection techniques for cyber-physical systems , 2014, ACM Comput. Surv..

[44]  Biswanath Mukherjee,et al.  A network security monitor , 1990, Proceedings. 1990 IEEE Computer Society Symposium on Research in Security and Privacy.

[45]  Rituparna Chaki,et al.  Intrusion Detection in Wireless Ad-Hoc Networks , 2014 .

[46]  Rodrigo Roman,et al.  On the Vital Areas of Intrusion Detection Systems in Wireless Sensor Networks , 2013, IEEE Communications Surveys & Tutorials.

[47]  Farrukh Aslam Khan,et al.  Intrusion Detection Systems for Wireless Sensor Networks: A Survey , 2009, FGIT-FGCN.

[48]  Chen Jun,et al.  Design of Complex Event-Processing IDS in Internet of Things , 2014, 2014 Sixth International Conference on Measuring Technology and Mechatronics Automation.

[49]  Nik Bessis,et al.  A Survey of Intrusion Detection Systems for Mobile Ad Hoc Networks , 2014, 2014 International Conference on Intelligent Networking and Collaborative Systems.