An efficient intrusion detection system based on hypergraph-Genetic algorithm for parameter optimization and feature selection in support vector machine

MRG Raman, N Somu, K Kirthivasan, R Liscano… - Knowledge-Based …, 2017 - Elsevier
Realization of the importance for advanced tool and techniques to secure the network
infrastructure from the security risks has led to the development of many machine learning …

An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm

MR Gauthama Raman, N Somu, S Jagarapu… - Artificial Intelligence …, 2020 - Springer
Abstract 'Curse of Dimensionality'and the trade-off between high detection rate and less
false alarm rate make the design of an efficient and robust Intrusion Detection System, an …

IIVIFS-WASPAS: an integrated multi-criteria decision-making perspective for cloud service provider selection

O Gireesha, N Somu, K Krithivasan, SS VS - Future Generation Computer …, 2020 - Elsevier
Cloud service provider selection, an important Multi-Criteria Decision Making (MCDM)
problem involves intrinsic relations among the multiple alternatives, attributes and decision …

Identification of trustworthy cloud services: solution approaches and research directions to build an automated cloud broker

M Marimuthu, J Akilandeswari, PR Chelliah - Computing, 2022 - Springer
There are several public cloud service providers (CSPs) across the globe supplying a
variety of application, platform, middleware, database, and infrastructure services. The …

An improved CoCoSo method with a maximum variance optimization model for cloud service provider selection

H Lai, H Liao, Z Wen, EK Zavadskas… - Engineering …, 2020 - inzeko.ktu.lt
With the rapid growth of available online cloud services and providers for customers, the
selection of cloud service providers plays a crucial role in on-demand service selection on a …

Detection of cyberattacks in industrial control systems using enhanced principal component analysis and hypergraph-based convolution neural network (EPCA-HG …

K Krithivasan, S Pravinraj, SS VS - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The automated operations of industrial control systems (ICSs) highly rely on the
interconnected devices, sensors, and actuators that are monitored and controlled by the …

A framework of cloud service selection with criteria interactions

L Sun, H Dong, OK Hussain, FK Hussain… - Future Generation …, 2019 - Elsevier
Existing cloud service selection techniques assume that service evaluation criteria are
independent. In reality, there are different types of interactions between criteria. These …

A novel framework towards viable cloud service selection as a service (cssaas) under a fuzzy environment

A Hussain, J Chun, M Khan - Future Generation Computer Systems, 2020 - Elsevier
Making a decision to shift from in-house to cloud computing is not an ordinary one. It
involves cautious consideration of several key factors. The unavailability of precise …

A trust centric optimal service ranking approach for cloud service selection

N Somu, GR MR, K Kirthivasan, SS VS - Future Generation Computer …, 2018 - Elsevier
Cloud service selection, a promising research directive provides an intelligent solution via.
service ranking based on the Quality of Service (QoS) attributes for the identification of …

A novel customer-centric methodology for optimal service selection (MOSS) in a cloud environment

A Hussain, J Chun, M Khan - Future Generation Computer Systems, 2020 - Elsevier
Cloud service selection decision has become tremendously challenging because of the
exponential proliferation of cloud services. A judicious decision necessitates a thorough …