DDoS attack detection using machine learning techniques in cloud computing environments

M Zekri, S El Kafhali, N Aboutabit… - … of cloud computing …, 2017 - ieeexplore.ieee.org
… literature on DDoS attack detection methods. We will briefly summarize the recent trends in
DDoS attack detection mechanisms. Liao et al. [19] proposed a detection scheme based on …

Malicious attack detection approach in cloud computing using machine learning techniques

M Arunkumar, K Ashok Kumar - Soft Computing, 2022 - Springer
… Nevertheless, these methods have a large computing burden, … for detecting and preventing
assaults in cloud computing … approach substantially increases attack detection, network …

Cyberattack detection in mobile cloud computing: A deep learning approach

KK Nguyen, DT Hoang, D Niyato… - 2018 IEEE wireless …, 2018 - ieeexplore.ieee.org
… To verify the accuracy of the deep-learning cyber attack detection, we use three empirical
public datasets. 1) KDDcup 1999 Dataset: The KDDcup 1999 dataset [16] is widely used as a …

A survey on gaps, threat remediation challenges and some thoughts for proactive attack detection in cloud computing

MT Khorshed, ABMS Ali, SA Wasimi - Future Generation computer systems, 2012 - Elsevier
… To emphasize the importance of monitoring cyber attacks we provide a brief overview of
existing literature on cloud computing security. Then we generate some real cyber attacks that …

DDoS attack detection and mitigation techniques in cloud computing environment

BSK Devi, T Subbulakshmi - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
Cloud computing is the emerging technology and most of the IT enabled services are operating
in this platform. In the recent era, the internet infrastructure relies on the cloud for their …

Detection mechanisms of DDoS attack in cloud computing environment: A survey

MA Alarqan, ZF Zaaba, A Almomani - … Penang, Malaysia, July 30–August 1 …, 2020 - Springer
detection of DDoS attacks in cloud computing environment. Section 4 describes the importance
of statistical-based anomaly detection in the detection of DDoS attacks. … Attack detection

SYN flood attack detection in cloud computing using support vector machine

Z Mašetić, D Kečo, N Doǧru, K Hajdarević - TEM Journal, 2017 - ceeol.com
… in attack detection in cloud environment, but … attack detection in the cloud computing is
proposed. The data for the study is obtained by simulating the cloud environment and DoS attacks

Cloud insider attack detection using machine learning

T Nathezhtha, V Yaidehi - … Trends in Advance Computing  …, 2018 - ieeexplore.ieee.org
Cloud computing is creating a new revolution to the IT world. … node and attack the entire
cloud system internally [3, 4]. The external attacks can be reduced by securing the cloud server’s …

Nimbus: cloud-scale attack detection and mitigation

R Miao, M Yu, N Jain - Acm sigcomm computer communication review, 2014 - dl.acm.org
… of attack-preventionas-a-service that leverages commodity VMs for attack detection and …
We propose the NIMBUS service, which combines the elasticity of cloud computing resources …

[PDF][PDF] A Survey on Cloud Attack Detection using Machine Learning Techniques

G Sreelatha, AV Babu… - … Journal of Computer …, 2020 - researchgate.net
… Despite the fact, the existing cloud security research still faces the shortcomings in improving
the detection accuracy and detecting the new or unknown attacks in the cloud. To address …