• M. Azhagiri
• Mayank Bhajan
• Bhupesh Sharma
• Anirudh Singh Tomar

In the appearance and tremendous progress of digital world has prompted more prominent difficulties over the security of information in an organization. SDN architecture, provides control layer, application layer & infrastructure layer, to controls the devices, this system detects malicious traffic, using Decision Tree and Support Vector Machine (SVM) which improves overall accuracy and has better rate of detection. The SDN authenticates to access the data from the entire network and to integrate various applications aids like load balancing and intrusion detection during periods of high traffic. If an anomaly is discovered, the application instructs the controller to repair it by modifying the data plane. Both the control and data planes run on routers spread throughout the network, with open interfaces that may be controlled by software.

Software-Defined Networking, Decision Tree, Support Vector Machine, Intrusion Detection System

" An Efficient System to detect network attacks in SDN Using SVM Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 6, page no.158-163, June-2022, Available :http://www.jetir.org/papers/JETIRFM06029.pdf

" An Efficient System to detect network attacks in SDN Using SVM Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 6, page no. pp158-163, June-2022, Available at : http://www.jetir.org/papers/JETIRFM06029.pdf