IoT Denial-of-Service Attack Detection and Prevention Using Hybrid IDS

the more (IoT) scales up with promises, the more security issues raise to the surface and must be tackled down. IoT is very vulnerable against DoS attacks. In this paper, we propose a hybrid design of signature-based IDS and anomaly-based IDS. The proposed hybrid design intends to enhance the intrusion detection and prevention systems (IDPS) to detect any DoS attack at early stages by classifying the network packets based on user behavior. Simulation results prove successful detection of DoS attack at earlier stages.

[1]  Ada Gavrilovska,et al.  Towards IoT-DDoS Prevention Using Edge Computing , 2018, HotEdge.

[2]  Shreya Dubey,et al.  KBB: A hybrid method for intrusion detection , 2015, 2015 International Conference on Computer, Communication and Control (IC4).

[3]  E. Salahi Anomaly Intrusion Detection Design Using Hybrid of Unsupervised and Supervised Neural Network , 2009 .

[4]  Edwin Cartlidge The Internet of Things: From Hype to Reality , 2017 .

[5]  Ioannis D. Moscholios,et al.  A Signature-based Intrusion Detection System for the Internet of Things , 2018 .

[6]  Johnny Wong,et al.  A hybrid intrusion detection system , 2004 .

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

[8]  M. Ibrahim Salim,et al.  A study on IDS for preventing Denial of Service attack using outliers techniques , 2016, 2016 IEEE International Conference on Engineering and Technology (ICETECH).

[9]  Martin J. Reed,et al.  Denial of service detection through TCP congestion window analysis , 2013, World Congress on Internet Security (WorldCIS-2013).

[10]  Anshu Gangwar A survey on anomaly and signature based intrusion detection system (IDS) , 2014 .

[11]  Rajkumar Buyya,et al.  Internet of Things: An Overview , 2017, ArXiv.

[12]  Mansour Sheikhan,et al.  Hybrid of anomaly-based and specification-based IDS for Internet of Things using unsupervised OPF based on MapReduce approach , 2017, Comput. Commun..

[13]  Samer Salam,et al.  Internet of Things From Hype to Reality , 2017 .

[14]  Longe Olumide Babatope,et al.  Strategic Sensor Placement for Intrusion Detection in Network-Based IDS , 2014 .