Survey of Cloud Traffic Anomaly Detection Algorithms

G Paulikas, D Sandonavičius, E Stasiukaitis… - … on Information and …, 2022 - Springer
Widespread use of cloud computing resources calls for reliable network connections, while
anomalies in network traffic impact the availability of cloud resources in a negative way …

Practical autoencoder based anomaly detection by using vector reconstruction error

H Torabi, SL Mirtaheri, S Greco - Cybersecurity, 2023 - Springer
Nowadays, cloud computing provides easy access to a set of variable and configurable
computing resources based on user demand through the network. Cloud computing …

Detect anomalies in cloud platforms by using network data: a review

M Jayaweera, W Kithulwatta, R Rathnayaka - Cluster Computing, 2023 - Springer
Cloud computing is one of the utmost rapidly growing computing domains in today's
information technology ecosphere. Cloud computing links data and applications from …

An Approach to Examine and Recognize Anomalies on Cloud Computing Platforms with Machine Learning Concepts

M Jayaweera, W Kithulwatta, R Rathnayaka - 2024 - 192.248.104.6
Cloud computing is one of the most rapidly growing computing concepts in today's
information technology world. It connects data and applications from various geographical …

[PDF][PDF] YATA: Yet Another Proposal for Traffic Analysis and Anomaly Detection.

Y Wang, Y Cao, L Zhang, H Zhang… - … Materials & Continua, 2019 - cdn.techscience.cn
Network traffic anomaly detection has gained considerable attention over the years in many
areas of great importance. Traditional methods used for detecting anomalies produce …

Expedite feature extraction for enhanced cloud anomaly detection

BL Dalmazo, JP Vilela, P Simoes… - NOMS 2016-2016 IEEE …, 2016 - ieeexplore.ieee.org
Cloud computing is the latest trend in business for providing software, platforms and
services over the Internet. However, a widespread adoption of this paradigm has been …

[PDF][PDF] Improving network traffic anomaly detection for cloud computing services

AC Oliveira, M Spohn, R Gomes… - … on Systems and …, 2014 - researchgate.net
Efficient network traffic anomaly detection is a widely studied problem on avoiding attacks
and unwanted use of communication infrastructures. Existing techniques to detect, prevent …

Anomaly secure detection methods by analyzing dynamic characteristics of the network traffic in cloud communications

W Xiong, H Hu, N Xiong, LT Yang, WC Peng… - Information …, 2014 - Elsevier
Cloud computing represents a new paradigm where computing resources are offered as
services in the world via communication Internet. As many new types of attacks are arising at …

Cloud Network Anomaly Detection Using Machine and Deep Learning Techniques-Recent Research Advancements

A Abdallah, A Alkaabi, G Alameri, SH Rafique… - IEEE …, 2024 - ieeexplore.ieee.org
In the rapidly evolving landscape of computing and networking, the concepts of cloud
networks have gained significant prominence. Although the cloud network offers on-demand …

Applying catastrophe theory for network anomaly detection in cloud computing traffic

L Khatibzadeh, Z Bornaee… - Security and …, 2019 - Wiley Online Library
In spite of the tangible advantages of cloud computing, it is still vulnerable to potential
attacks and threats. In light of this, security has turned into one of the main concerns in the …