Machine Learning-Based Trust-Aware Secure TrafficMechanism to Identify DDOS Attacks over Cloud

H Reddy Gantla, SS Ahmad, A Matroud… - Proceedings of the 5th …, 2023 - dl.acm.org
Aiming at the problems of distributed denial of service (DDoS) attacks in the cloud
environment, the encrypted attack traffic is more concealed, more accessible to initiate, and …

DDos Attack Detection Method Based on Information Entropy and Naive Bayes

AA Salem A - … on Electrical Drives, Power Electronics & …, 2024 - ieeexplore.ieee.org
With the advancement of cloud computing technology, the threshold and cost of using cloud
computing are gradually decreasing. Meanwhile, an increasing number of distributed denial …

Flow correlation degree optimization driven random forest for detecting DDoS attacks in cloud computing

J Cheng, M Li, X Tang, VS Sheng… - Security and …, 2018 - Wiley Online Library
Distributed denial‐of‐service (DDoS) has caused major damage to cloud computing, and
the false‐and missing‐alarm rates of existing DDoS attack‐detection methods are relatively …

Detection of ddos attacks on clouds computing environments using machine learning techniques

I Alrassan, A Alqahtani - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The growing number of cloud-based services has led to a rising threat of Distributed Denial
of Service (DDoS) attacks. These attacks can cause significant harm to businesses and …

A Stacked Ensemble Approach to Generalize the Classifier Prediction for the Detection of DDoS Attack in Cloud Network

P Verma, ARK Kowsik, RK Pateriya, N Bharot… - Mobile Networks and …, 2023 - Springer
The diverse nature and increasing reliance on virtual systems, cloud computing offers
countless services to clients. However, this reliance also makes these services vulnerable to …

Optimized Random Forest for DDoS Attack Detection in SDN Environment

Z Ma, J Zhang, M Tang - 2023 IEEE 10th International …, 2023 - ieeexplore.ieee.org
Software Defined Network (SDN) is a new type of network architecture that realizes network
virtualization, with the characteristics of the control and forwarding separation, open …

A distributed denial of service attack sources detection technology for cloud computing

W Yang, D Wei - … 4th International Conference on Systems and …, 2017 - ieeexplore.ieee.org
With the development of cloud computing technology, the usage cost and threshold of cloud
environment is gradually reduced. More and more sources of distributed denial of service …

A Collaborative Approach to Detect DDoS Attacks in OpenStack-based Cloud using Entropy and Machine Learning

R Patil, G Kandakur, R Vardhamane… - 2023 14th …, 2023 - ieeexplore.ieee.org
Cloud computing involves optimizing the efficiency of data storage and processing through
the use of networking, various software, and internet services. In this context, network …

Detect and Alleviate DDoS Attacks in Cloud Environment

B Kulwanth, V Srinivasarengan, P Anish… - … Conference on Emerging …, 2023 - Springer
The Internet is now a crucial aspect of our lives, and distributed computing has grown
significantly in size, capability, and complexity, becoming an essential element of our daily …

A spark-based DDoS attack detection model in cloud services

J Zhang, Y Zhang, P Liu, J He - … 2016, Zhangjiajie, China, November 16-18 …, 2016 - Springer
As more and more cloud services are exposed to DDoS attacks, DDoS attack detection has
become a new challenging task because large packet traces captured on fast links could not …