TelMED: Dynamic User Clustering Resource Allocation Technique for MooM Datasets Under Optimizing Telemedicine Network

Ahmed, Syed Thouheed; Sandhya, M.; Sankar, Sharmila

doi:10.1007/s11277-020-07091-x

Cited by 27 publications

(12 citation statements)

References 16 publications

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“…Network attributes can be represented as which can be extracted from each . Source Port number, Destination Port number, IP address, and MAC address are the required network traffic attributes here [ 40 ]. Network parameters ( P ) can be retrieved from the network requirements ( ) of individual by the function .…”

Section: Proposed Approachmentioning

confidence: 99%

Cloud-Based Zero Trust Access Control Policy: An Approach to Support Work-From-Home Driven by COVID-19 Pandemic

2021

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The ubiquitous cloud computing services provide a new paradigm to the work-from-home environment adopted by the enterprise in the unprecedented crisis of the COVID-19 outbreak. However, the change in work culture would also increase the chances of the cybersecurity attack, MAC spoofing attack, and DDoS/DoS attack due to the divergent incoming traffic from the untrusted network for accessing the enterprise’s resources. Networks are usually unable to detect spoofing if the intruder already forges the host’s MAC address. However, the techniques used in the existing researches mistakenly classify the malicious host as the legitimate one. This paper proposes a novel access control policy based on a zero-trust network by explicitly restricting the incoming network traffic to substantiate MAC spoofing attacks in the software-defined network (SDN) paradigm of cloud computing. The multiplicative increase and additive decrease algorithm helps to detect the advanced MAC spoofing attack before penetrating the SDN-based cloud resources. Based on the proposed approach, a dynamic threshold is assigned to the incoming port number. The self-learning feature of the threshold stamping helps to rectify a legitimate user’s traffic before classifying it to the attacker. Finally, the mathematical and experimental results exhibit high accuracy and detection rate than the existing methodologies. The novelty of this approach strengthens the security of the SDN paradigm of cloud resources by redefining conventional access control policy.

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Section: Proposed Approachmentioning

confidence: 99%

Cloud-Based Zero Trust Access Control Policy: An Approach to Support Work-From-Home Driven by COVID-19 Pandemic

2021

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“…Here work focuses on comparative study [9] [10]on different clustering methods and performance of each algorithm, so that it will be helpful to the researchers/developers, which of the algorithm suits for clustering. Three clustering algorithms are compared and calculated the performance on similar data sets, i.e., Graph Based Clustering Algorithm, Genetic Algorithm based [6] [7] Tweet Clustering; Feature Selection-based Clustering Algorithm. This study clearly tell that classification of micro loggings or social media data is one of the difficult task and another complex task is to categorizing the social media data is increase with data set [8] [11].…”

Section: Literature Surveymentioning

confidence: 99%

Enhancing Accessibility of Messages Using Clustering and Labeling In Micro blogging’s

Ahmed¹,

Charan²,

Sudha³

et al. 2021

Proceedings of the Fist International Conference on Advanced Scientific Innovation in Science, Engineering and Technology, ICA

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In recent years social media micro blogs has gaining popularity due to increasing availability, immediacy and new way of communication medium. The increasing quantity of micro blogging messages creates many challenges for its proper adoption. One such problem of difficulty in accessibility of interested micro blog messages is addressed in our proposed System using NLP technique. The traditional method of message accessing is slow and doesn't establish any semantic and structural relationship between the words in a sentence. The proposed system overcomes this using clustering and labeling of messages having similar semantic and verbal association. The result shows 50% improvement in the message accessibility compared to manual method of searching the particular message in a large micro blogs of 100 pages.

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“…The threats such as exploitation of messages or traces the trajectory of vehicles by attacker have to be overcome before communication architecture in VANETs is deployed to increase the reliability ,dependability and individual`s acceptance of the VANETs system, Formerly many approaches have been proposed to address the security and privacy issues. Most of the literatures pay more attention to two important aspects such as architecture of VANETs and communication over it [20].…”

Section: Security and Privacymentioning

confidence: 99%

VANET’s Security, Privacy and Authenticity: A Study

Parveen¹,

Ahmed²,

Gulmeher³

et al. 2021

Proceedings of the Fist International Conference on Advanced Scientific Innovation in Science, Engineering and Technology, ICA

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Vehicular Adhoc Network's (VANET) has gained popularity and focus of research in recent days, due to their distinctive characteristics like frequently changing topology with predictable mobility. Much attention of Industry and academia both are attracted towards VANETs. Security of data is a crucial aspect of safety related applications of vehicular networks due to their distributed nature and mobility of vehicular ad hoc networks VANETs a critical challenge arises such as collisions of uncoordinated data transmissions and unstable topologies. This paper presents the basic vehicular ad hoc network's architecture then shows research issues. This paper provides a survey of research perspective of main aspects of VANETs such as general authentication and security techniques.

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TelMED: Dynamic User Clustering Resource Allocation Technique for MooM Datasets Under Optimizing Telemedicine Network

Cited by 27 publications

References 16 publications

Cloud-Based Zero Trust Access Control Policy: An Approach to Support Work-From-Home Driven by COVID-19 Pandemic

Cloud-Based Zero Trust Access Control Policy: An Approach to Support Work-From-Home Driven by COVID-19 Pandemic

Enhancing Accessibility of Messages Using Clustering and Labeling In Micro blogging’s

VANET’s Security, Privacy and Authenticity: A Study

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