scholarly journals Attacks and Intrusion Detection in Cloud Computing Using Neural Networks and Particle Swarm Optimization Algorithms

2018 ◽  
Vol 1 (4) ◽  
Author(s):  
Ahmad Shokuh Saljoughi ◽  
Mehrdad Mehrvarz ◽  
Hamid Mirvaziri
Keyword(s):  
Cloud Computing ◽  
Particle Swarm Optimization ◽  
Service Providers ◽  
Particle Swarm ◽  
Cloud Service ◽  
Sand Particle ◽  
Security Risks ◽  
Swarm Optimization ◽  
Cloud Service Providers ◽  
Improved Accuracy

Today, cloud computing has become popular among users in organizations and companies. Security and efficiency are the two major issues facing cloud service providers and their customers. Since cloud computing is a virtual pool of resources provided in an open environment (Internet), cloud-based services entail security risks. Detection of intrusions and attacks through unauthorized users is one of the biggest challenges for both cloud service providers and cloud users. In the present study, artificial intelligence techniques, e.g. MLP Neural Network sand particle swarm optimization algorithm, were used to detect intrusion and attacks. The methods were tested for NSL-KDD, KDD-CUP datasets. The results showed improved accuracy in detecting attacks and intrusions by unauthorized users.

Security in Cloud Computing

2012 ◽  
pp. 208-221
Author(s):  
Alpana M. Desai ◽  
Kenrick Mock
Keyword(s):  
Cloud Computing ◽  
Service Providers ◽  
Cloud Service ◽  
Cloud Services ◽  
Security Threats ◽  
Security Risks ◽  
Cloud Service Providers ◽  
International Data ◽  
It Executives ◽  
Privacy Issues

Cloud computing has recently emerged in prominence and is being rapidly adopted by organizations because of its potential and perceived benefits of flexibility and affordability. According to surveys conducted in 2008 and 2009 by International Data Corporation (IDC) of IT executives and CIOs, security was cited as the top concern for the adoption of cloud computing. Enterprises that plan to utilize cloud services for their infrastructure, platform, and/or software needs must understand the security risks and privacy issues related to cloud computing. This chapter discusses the technical, legal, and policy/organizational security risks of cloud computing, and reviews recommendations/strategies for managing and mitigating security threats in cloud computing. It also presents vendor-specific solutions and strategies that cloud service providers are implementing for mitigating security risks in cloud computing.

Security in Cloud Computing

2015 ◽  
pp. 1450-1463
Author(s):  
Alpana M. Desai ◽  
Kenrick Mock
Keyword(s):  
Cloud Computing ◽  
Service Providers ◽  
Cloud Service ◽  
Cloud Services ◽  
Security Threats ◽  
Security Risks ◽  
Cloud Service Providers ◽  
International Data ◽  
It Executives ◽  
Privacy Issues

Cloud computing has recently emerged in prominence and is being rapidly adopted by organizations because of its potential and perceived benefits of flexibility and affordability. According to surveys conducted in 2008 and 2009 by International Data Corporation (IDC) of IT executives and CIOs, security was cited as the top concern for the adoption of cloud computing. Enterprises that plan to utilize cloud services for their infrastructure, platform, and/or software needs must understand the security risks and privacy issues related to cloud computing. This chapter discusses the technical, legal, and policy/organizational security risks of cloud computing, and reviews recommendations/strategies for managing and mitigating security threats in cloud computing. It also presents vendor-specific solutions and strategies that cloud service providers are implementing for mitigating security risks in cloud computing.

Analysis of Trust Issues Based on Evolutionary Game in Cloud Computing

2014 ◽  
Vol 513-517 ◽  
pp. 1882-1885
Author(s):  
Feng Ming Liu ◽  
Ting Ting Ma ◽  
Kun Zhou
Keyword(s):  
Game Theory ◽  
Cloud Computing ◽  
Trust Management ◽  
Service Providers ◽  
Evolutionary Game ◽  
Cloud Service ◽  
Security Risks ◽  
Security Issues ◽  
Cloud Service Providers ◽  
Improved Methods

With the development of cloud computing, a number of cloud security issues have emerged. This paper firstly introduce the cloud computing and security risks briefly, then use game theory to analyze strategies between cloud service providers and that between providers and users, finally, put forward the improved methods for trust management.

SECURITY IN CLOUD COMPUTING IN INDIAN GOVERNMENT

2021 ◽  
Vol 12 (3) ◽  
Author(s):  
Nitin Vishnu Choudhari ◽  
Dr. Ashish B Sasankar
Keyword(s):  
Cloud Computing ◽  
Service Delivery ◽  
Service Providers ◽  
Cloud Service ◽  
Cloud Security ◽  
End Users ◽  
Security Architecture ◽  
Security Measures ◽  
End User ◽  
Cloud Service Providers

Abstract –Today Security issue is the topmost problem in the cloud computing environment. It leads to serious discomfort to the Governance and end-users. Numerous security solutions and policies are available however practically ineffective in use. Most of the security solutions are centered towards cloud technology and cloud service providers only and no consideration has been given to the Network, accessing, and device securities at the end-user level. The discomfort at the end-user level was left untreated. The security of the various public, private networks, variety of devices used by end-users, accessibility, and capacity of end-users is left untreated. This leads towards the strong need for the possible modification of the security architecture for data security at all levels and secured service delivery. This leads towards the strong need for the possible adaption of modified security measures and provisions, which shall provide secured hosting and service delivery at all levels and reduce the security gap between the cloud service providers and end-users. This paper investigates the study and analyze the security architecture in the Cloud environment of Govt. of India and suggest the modifications in the security architecture as per the changing scenario and to fulfill the future needs for the secured service delivery from central up to the end-user level. Keywords: Cloud Security, Security in GI Cloud, Cloud Security measures, Security Assessment in GI Cloud, Proposed Security for GI cloud

Sign in / Sign up

Export Citation Format

Share Document