RETRACTED ARTICLE: A novel scheme for safeguarding confidentiality in public clouds for service users of cloud computing

Thillaiarasu, N.; ChenthurPandian, S.

doi:10.1007/s10586-017-1178-8

Cited by 20 publications

(6 citation statements)

References 14 publications

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“…When the sender receives this notification message, sender node stops packet transmission for a certain period of time. For the successful packet transmission performed based on link quality 25 . In the case of no failurenotification or no ACK is received by the sender node at the link quality is reduced to a low level, so only delaycontrolling used in our method to transmit the delay packet to be added to network.…”

Section: Introductionmentioning

confidence: 99%

Improvising packet delivery and reducing delay ratio in mobile ad hoc network using neighbor coverage‐based topology control algorithm

Rajakumari¹,

Punitha

Kumar³

et al. 2020

Int J Communication

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Mobile ad hoc network (MANET) is an infrastructure-less network. Every Node act as a sender as well as receiver while sending a packet. Neighbor coverage probabilistic rebroadcasting (NCPR) protocol plays a momentous role in MANET for determining a route by helping the transitional nodes to onward a packet when the mobile nodes are not in the transmission space. This protocol minimizes the interference among node and increases the network capacity. There occurs a delay in the network while sending a packet via failure route or channel. Before sending a packet in the network, all the neighbor nodes have to be verified to avert congestion in the network. Quality of service (QoS) plays an important role in the development of MANET. In this research work, delay and neighbor connectivity-based constrain is focused. The impact of node mobility during interference and delay is examined using network coding-based topology control algorithm. By using this algorithm, irrelevant links are identified and detached from the topology. The simulation result shows that neighbor coverage established topology control algorithm for delay (NCTCAD) can reduce the delay and upturn the performance in MANETs.

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Section: Introductionmentioning

confidence: 99%

Improvising packet delivery and reducing delay ratio in mobile ad hoc network using neighbor coverage‐based topology control algorithm

Rajakumari¹,

Punitha

Kumar³

et al. 2020

Int J Communication

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“…These investigations uses prevailing flow tools and approaches and analysis the outcomes via ML approach utilization. The author cannot use aggregated flow that effectually recognizes botnet threats for decision making process [30]. It cannot find effectual features of protocols as recommended in the anticipated model.…”

Section: Nids Approachesmentioning

confidence: 99%

Fuzzy Based Latent Dirichlet Allocation for Intrusion Detection in Cloud Using ML

Ranjithkumar¹,

Pandian²

2022

Computers, Materials &Amp; Continua

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The growth of cloud in modern technology is drastic by provisioning services to various industries where data security is considered to be common issue that influences the intrusion detection system (IDS). IDS are considered as an essential factor to fulfill security requirements. Recently, there are diverse Machine Learning (ML) approaches that are used for modeling effectual IDS. Most IDS are based on ML techniques and categorized as supervised and unsupervised. However, IDS with supervised learning is based on labeled data. This is considered as a common drawback and it fails to identify the attack patterns. Similarly, unsupervised learning fails to provide satisfactory outcomes. Therefore, this work concentrates on semi-supervised learning model known as Fuzzy based semi-supervised approach through Latent Dirichlet Allocation (F-LDA) for intrusion detection in cloud system. This helps to resolve the aforementioned challenges. Initially, LDA gives better generalization ability for training the labeled data. Similarly, to handle the unlabelled data, Fuzzy model has been adopted for analyzing the dataset. Here, preprocessing has been carried out to eliminate data redundancy over network dataset. In order to validate the efficiency of F-LDA towards ID, this model is tested under NSL-KDD cup dataset is a common traffic dataset. Simulation is done in MATLAB environment and gives better accuracy while comparing with benchmark standard dataset. The proposed F-LDA gives better accuracy and promising outcomes than the prevailing approaches.

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“…Cloud computing generates a huge number of safety-related problems and disputes. These problems range from the necessary beliefs -from the provider of the cloud system on the cloud interface for exploiting the cloud service-based assaults on other systems [35,37]. The chief issue with the cloud computing model is that it holds safe outsourcing of susceptible as well as business significant information and processes.…”

Section: Development Of Confidentiality Schemementioning

confidence: 99%

“…The safety challenges of the cloud model emerge with a fresh collection of independent aspects which reveals a pathway for fresh safety-related aspects, methods, and frameworks. The intention is to design confidentiality and safety for the users of the cloud with minimal calculation and reduced time [30,34,35]. Based on the usage of a multicloud framework, two-layered encryption and decryption are designed which offer twofold safety for the information of cloud users.…”

Section: Novel Feature-based Encryptionmentioning

confidence: 99%

Novel Heuristic Scheme to Enforce Safety and Confidentiality Using Feature-Based Encryption in Multi-cloud Environment (MCE)

Thillaiarasu

Pandian²,

Gowthaman

2021

Information and Knowledge in Internet of Things

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Cloud computing is commonly described as the calculations performed in the cloud which consist of a set of network permitted services. Cloud computing has several features such as the expansion of cloud, quality of service (QoS) assurance, and mostly customizable and low-cost evaluation platforms. Simply, cloud computing is referred to as the aggregation of many technologies, a platform that offers hosting and storage as a service over the Internet.The main objective of cloud computing is to provide expandable and cheap ondemand computation service structures with improved levels of service without sacrificing the standards [36]. Proving these features to the end-users might introduce a wide range of issues to the cloud computing system. Hence, this work intends to address these possible threats prevailing within the cloud computing environment and to provide an optimal solution for the same.

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RETRACTED ARTICLE: A novel scheme for safeguarding confidentiality in public clouds for service users of cloud computing

Cited by 20 publications

References 14 publications

Improvising packet delivery and reducing delay ratio in mobile ad hoc network using neighbor coverage‐based topology control algorithm

Improvising packet delivery and reducing delay ratio in mobile ad hoc network using neighbor coverage‐based topology control algorithm

Fuzzy Based Latent Dirichlet Allocation for Intrusion Detection in Cloud Using ML

Novel Heuristic Scheme to Enforce Safety and Confidentiality Using Feature-Based Encryption in Multi-cloud Environment (MCE)

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