[PDF][PDF] Intrusion Detection Framework using Correlation based Feature Selection over Cloud

S Choudhary, V Namdeo, A Dwivedi - academia.edu
Network Intrusion Detection (NID) has been considered to be one of the most promising
methods for defending complex and dynamic intrusion behaviours. Addressing the need of …

Cloud-based intrusion detection approach using machine learning techniques

H Attou, A Guezzaz, S Benkirane… - Big Data Mining and …, 2023 - ieeexplore.ieee.org
Cloud computing (CC) is a novel technology that has made it easier to access network and
computer resources on demand such as storage and data management services. In …

Efficient intrusion detection system in the cloud using fusion feature selection approaches and an ensemble classifier

M Bakro, RR Kumar, AA Alabrah, Z Ashraf, SK Bisoy… - Electronics, 2023 - mdpi.com
The application of cloud computing has increased tremendously in both public and private
organizations. However, attacks on cloud computing pose a serious threat to confidentiality …

[PDF][PDF] A NOVEL EFFICIENT INTRUSION DETECTION SYSTEM IN CLOUD USING HYBRID MACHINE LEARNING CLASSIFIER

A Raja, VVRB Anumula, G Rajesh, V Narendra… - ijprems.com
Security and Privacy are the biggest issues in widespread cloud systems due to increasing
number of Internetconnected devices. A secure cloud system is a major concern for …

Developing a Cloud Intrusion Detection System with Filter-Based Features Selection Techniques and SVM Classifier

MO Addas, D Khamis - … 2022, Warangal, India, October 27–29 …, 2023 - books.google.com
The rising usage of the cloud nowadays and its usage in various domains have made it
more essential for all, which has led to an expansion in the size of data kept in the cloud …

An intelligent multiclass deep classifier‐based intrusion detection system for cloud environment

R Bingu, S Jothilakshmi… - … and Computation: Practice …, 2023 - Wiley Online Library
The intrusion detection process is considered an efficient mechanism that plays a prominent
role in network security. Traditional approaches for attack detection, like signature‐based …

Machine learning based intrusion detection system in cloud environment

MS Saeed, R Saurabh, SB Bhasme… - 2022 VIII International …, 2022 - ieeexplore.ieee.org
Attacks and intrusions on computer networks often have different characteristics and
behaviors that require professional help. The number of attacks is growing in line with the …

[PDF][PDF] Optimizing Cloud Security with Fusion Feature Selection Techniques and an Ensemble Classifier for Intrusion Detection

M Kavitha, AJS Kumar - ijaconline.com
With growing usage of cloud computing environments in various organizations, both public
and private usage models, has led to a significant rise in cyber related threats, posing risks …

Intrusion Detection System Using Ensemble Machine Learning in Cloud Environment

S Manzoor, M Ahmad, HS Alhadawi - International Conference on …, 2022 - Springer
Due to the expeditious evolution of advanced computing innovations, new organizational
and operational strategies call for adoption. In the last few years, cloud computing has …

Attack and intrusion detection in cloud computing using an ensemble learning approach

P Singh, V Ranga - International Journal of Information Technology, 2021 - Springer
The distributed and decentralized nature of cloud computing facilitates its adoption and
expansion in different sectors of society such as education, government, information …