Journal ArticleDOI
A survey on gaps, threat remediation challenges and some thoughts for proactive attack detection in cloud computing
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TLDR
An extensive review on cloud computing with the main focus on gaps and security concerns is presented, which identifies the top security threats and their existing solutions and investigates the challenges/obstacles in implementing threat remediation.About:
This article is published in Future Generation Computer Systems.The article was published on 2012-06-01. It has received 288 citations till now. The article focuses on the topics: Cloud computing security & Cloud computing.read more
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Survey Cloud monitoring: A survey
TL;DR: This paper carefully analyzed and discussed the properties of a monitoring system for the Cloud, the issues arising from such properties and how such issues have been tackled in literature, and identifies open issues, main challenges and future directions in the field of Cloud monitoring.
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Security issues in cloud environments: a survey
TL;DR: This paper surveys the works on cloud security issues, making a comprehensive review of the literature on the subject and proposes a taxonomy for their classification, addressing several key topics, namely vulnerabilities, threats, and attacks.
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Review: An intrusion detection and prevention system in cloud computing: A systematic review
TL;DR: This paper surveys, explores and informs researchers about the latest developed IDPSs and alarm management techniques by providing a comprehensive taxonomy and investigating possible solutions to detect and prevent intrusions in cloud computing systems.
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A survey on cloud computing security
TL;DR: This survey presents a comprehensive overview of the security issues for different factors affecting cloud computing, and encompasses the requirements for better security management and suggests 3-tier security architecture.
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Distributed denial of service (DDoS) resilience in cloud
TL;DR: This paper reviews 96 publications on DDoS attack and defense approaches in cloud computing published between January 2009 and December 2015, and discusses existing research trends.
References
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Statistical learning theory
TL;DR: Presenting a method for determining the necessary and sufficient conditions for consistency of learning process, the author covers function estimates from small data pools, applying these estimations to real-life problems, and much more.
Book
C4.5: Programs for Machine Learning
TL;DR: A complete guide to the C4.5 system as implemented in C for the UNIX environment, which starts from simple core learning methods and shows how they can be elaborated and extended to deal with typical problems such as missing data and over hitting.
Journal ArticleDOI
The meaning and use of the area under a receiver operating characteristic (ROC) curve.
TL;DR: A representation and interpretation of the area under a receiver operating characteristic (ROC) curve obtained by the "rating" method, or by mathematical predictions based on patient characteristics, is presented and it is shown that in such a setting the area represents the probability that a randomly chosen diseased subject is (correctly) rated or ranked with greater suspicion than a random chosen non-diseased subject.
ReportDOI
The NIST Definition of Cloud Computing
Peter Mell,Timothy Grance +1 more
TL;DR: This cloud model promotes availability and is composed of five essential characteristics, three service models, and four deployment models.
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