Research on DDoS attack detection technology in SDN environment

Kai Zhao

doi:10.1117/12.3052465

19 November 2024 Research on DDoS attack detection technology in SDN environment

Kai Zhao

Proceedings Volume 13397, Fourth International Conference on Green Communication, Network, and Internet of Things (CNIoT 2024); 1339710 (2024) https://doi.org/10.1117/12.3052465
Event: 4th International Conference on Green Communication, Network, and Internet of Things (CNIoT 2024), 2024, Guiyang, China

Abstract

With the continuous expansion of network applications, traditional network structures are no longer suitable for modern network applications. SDN, as a new type of network architecture, decouples the control plane from the data plane, simplifies network configuration work based on logic centralized controllers and open programming interfaces, thereby achieving a flat management mode and flexible data forwarding function. However, the centralized control and programmability of SDN networks make them face more complex network security issues, among which DDoS attacks are one of the biggest security threats faced by SDN networks. DDoS attacks are a distributed coordinated attack that utilizes multiple network sources, with strong deceptive and destructive characteristics. This article studies the effective detection of network attacks using weighted KNN algorithm based on different datasets in SDN environment, providing a basis for defending against DDoS attacks.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Kai Zhao "Research on DDoS attack detection technology in SDN environment", Proc. SPIE 13397, Fourth International Conference on Green Communication, Network, and Internet of Things (CNIoT 2024), 1339710 (19 November 2024); https://doi.org/10.1117/12.3052465

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available