Intrusion Detection and Prevention in Software Defined Networking

被引:0
作者
Goyal, Abhilash [1 ]
Gupta, Divyansh [2 ]
机构
[1] Orange Labs, Orange Business Serv, Gurugram, India
[2] BITS Pilani, Dept Comp Sci, KK Birla Goa Campus, Sancoale, Goa, India
来源
2018 IEEE INTERNATIONAL CONFERENCE ON ADVANCED NETWORKS AND TELECOMMUNICATIONS SYSTEMS (ANTS) | 2018年
关键词
Intrusion detection; Machine Learning; Network security; Openflow; Software defined networking;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Software defined networking is a concept proposed to replace traditional networks by separating control plane and data plane. It makes the network more programmable and manageable. As there is a single point of control of the network, it is more vulnerable to intrusion. The idea is to train the network controller by machine learning algorithms to let it make the intelligent decisions automatically. In this paper, we have discussed our approach to make software defined networking more secure from various malicious attacks by making it capable of detecting and preventing such attacks.
引用
收藏
页数:4
相关论文
共 11 条
[1]   Security in Software Defined Networks: A Survey [J].
Ahmad, Ijaz ;
Namal, Suneth ;
Ylianttila, Mika ;
Gurtov, Andrei .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04) :2317-2346
[2]  
Arbettu RK, 2016, 2016 17TH INTERNATIONAL TELECOMMUNICATIONS NETWORK STRATEGY AND PLANNING SYMPOSIUM (NETWORKS), P37, DOI 10.1109/NETWKS.2016.7751150
[3]  
Basu A., 2003, 36 ANN HAW INT C SYS
[4]   An intelligent intrusion detection system (IDS) for anomaly and misuse detection in computer networks [J].
Depren, O ;
Topallar, M ;
Anarim, E ;
Ciliz, MK .
EXPERT SYSTEMS WITH APPLICATIONS, 2005, 29 (04) :713-722
[5]  
Jankowski Damian, 2015, INT J TELECOMMUNICAT, P3
[6]  
KIM D, 2003, LECT NOTES COMPUTER, V2662
[7]   Software-Defined Networking: A Comprehensive Survey [J].
Kreutz, Diego ;
Ramos, Fernando M. V. ;
Verissimo, Paulo Esteves ;
Rothenberg, Christian Esteve ;
Azodolmolky, Siamak ;
Uhlig, Steve .
PROCEEDINGS OF THE IEEE, 2015, 103 (01) :14-76
[8]  
Medved J., 2014, 2014 IEEE 15 INT S, P1
[9]  
Meng Jing, 2013, Journal of Convergence Information Technology, V8, P213, DOI 10.4156/jcit.vol8.issue6.26
[10]  
Myung-Ki Shin, 2012, 2012 International Conference on ICT Convergence (ICTC), P360, DOI 10.1109/ICTC.2012.6386859