AMAD: Resource Consumption Profile-Aware Attack Detection in IaaS Cloud

Lazri, Kahina; Laniepce, Sylvie; Zheng, Haixue; Ben‐Othman, Jalel

doi:10.1109/ucc.2014.48

Cited by 2 publications

(2 citation statements)

References 22 publications

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“…VM Migration attack is conducted by the malicious increasing of the resource consumption of the VMs. It causes many costly VM migrations and degrades the performance of the cloud .…”

Section: Attacks On the Cloud Componentsmentioning

confidence: 99%

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A survey and taxonomy of DoS attacks in cloud computing

Màsdàrí

Jalali

2016

Security Comm. Networks

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Denial‐of‐service (DoS) attacks are one of the major security challenges in the emerging cloud computing models. Currently, numerous types of DoS attacks are conducted against the various cloud services and resources, which target their availability, service level agreements, and performance. This paper presents an in‐depth study of the various types of the DoS attacks proposed for the cloud computing environment and classifies them based on the cloud components or services, which they target. Besides, it provides a comprehensive analysis of the vulnerabilities utilized in these DoS attacks and investigates about the state‐of‐the‐art solutions presented in the literature to prevent, detect, or deal with each kind of DoS attacks in the cloud. Finally, it presents open research issues. Copyright © 2016 John Wiley & Sons, Ltd.

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“…VM Migration attack is conducted by the malicious increasing of the resource consumption of the VMs. It causes many costly VM migrations and degrades the performance of the cloud .…”

Section: Attacks On the Cloud Componentsmentioning

confidence: 99%

“…AMAD framework is designed by Lazri et al . in to detect anomalies in the use of dynamic VM migration. AMAD detects the occurrence of abusive VM migration attack and pinpoints the VMs at the origin of the attack.…”

Section: Defense Against Denial‐of‐service Attacksmentioning

confidence: 99%

A survey and taxonomy of DoS attacks in cloud computing

Màsdàrí

Jalali

2016

Security Comm. Networks

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A Multi-Layered Scheme for Distributed Simulations on the Cloud Environment

Guan

Grande

Boukerche

2019

IEEE Trans. Cloud Comput.

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In order to improve simulation performance and integrate simulation resources among geographically distributed locations, the concept of distributed simulation is proposed.Several types of distributed simulation standards, such as DIS and HLA are established to formalize simulations and achieve reusability and interoperability of simulation components. In order to implement these distributed simulation standards and manage the underlying system of distributed simulation applications, Grid Computing and CloudComputing technologies are employed to tackle the details of operation, configuration, and maintenance of the simulation platforms in which simulation applications are deployed. However, for modelers who may not be familiar with the management of distributed systems, it is challenging to create a simulation-run-ready environment that incorporates different types of computing resources and network environments. In this thesis, we propose a new multi-layered cloud-based scheme for enabling modeling and simulation based on different distributed simulation standards. The scheme is designed to ease the management of underlying resources and achieve rapid elasticity, providing unlimited computing capability to end users; energy consumption, security, multi-user availability, scalability and deployment issues are all considered. We describe a mechanism for handling diverse network environments. With its adoption, idle public resources can easily be configured as additional computing capabilities for the local resource pool.A fast deployment model is built to relieve the migration and installation process of this platform. An energy conservation strategy is utilized to reduce the energy consumption of computing resources. Security components are also implemented to protect sensitive information and block malicious attacks in the cloud. In the experiments, the proposed scheme is compared with its corresponding grid computing platform; the cloud computing platform achieves a similar performance, but incorporates many of the cloud's advantages.ii

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AMAD: Resource Consumption Profile-Aware Attack Detection in IaaS Cloud

Cited by 2 publications

References 22 publications

A survey and taxonomy of DoS attacks in cloud computing

A survey and taxonomy of DoS attacks in cloud computing

A Multi-Layered Scheme for Distributed Simulations on the Cloud Environment

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