TY - JOUR
T1 - A Novel Approach for DDoS Attack Detection Using Big Data and Machine Learning
AU - Gaurav, Akshat
AU - Zhou, Zhili
AU - Chui, Kwok Tai
AU - Colace, Francesco
AU - Chaurasia, Priyanka
AU - Hsu, Ching Hsien
N1 - Publisher Copyright:
© 2021 Copyright for this paper by its authors.
PY - 2021
Y1 - 2021
N2 - Due to the developemt in the latest digital technologies, internet service use has surged recently. In order for these online businesses to succeed, they must be able to consistently and effectively supply their services. As a result of the DDoS assault, online sources are impacted in terms of both their availability and their computational capacity. DDoS attacks are useful for cyber-attackers since there is no effective techniqque for the identification of them. In recent years, researchers have been experimenting with duffernet latest techniques like machine learning (ML) approaches to see whether they can build effective methods for detecting DDoS assaults. Machine learning and big data are used to identify DDoS assaults in this research paper.
AB - Due to the developemt in the latest digital technologies, internet service use has surged recently. In order for these online businesses to succeed, they must be able to consistently and effectively supply their services. As a result of the DDoS assault, online sources are impacted in terms of both their availability and their computational capacity. DDoS attacks are useful for cyber-attackers since there is no effective techniqque for the identification of them. In recent years, researchers have been experimenting with duffernet latest techniques like machine learning (ML) approaches to see whether they can build effective methods for detecting DDoS assaults. Machine learning and big data are used to identify DDoS assaults in this research paper.
KW - Big data
KW - DDoS attack
KW - Machine learning
UR - http://www.scopus.com/inward/record.url?scp=85124408890&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85124408890
SN - 1613-0073
VL - 3080
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
T2 - 2021 International Conference on Smart Systems and Advanced Computing, SysCom 2021
Y2 - 26 December 2021 through 27 December 2021
ER -