IoT Group Key Management using Incremental Gaussian Mixture Model

Ajay, P.; Sharma, Avinash; Singla, Amit; Sharma, Neha; Gowda, Dankan

doi:10.1109/icesc54411.2022.9885644

Cited by 56 publications

(3 citation statements)

References 18 publications

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“…The majority of this study concerns a routing issue, whereas a subset concerns both routing and clustering. The primary goal of the optimisation approaches used to WSNs in Figure 4 is to lessen the amount of power required to run the network and lengthen its useful lifespan [23]. Since the opted wireless sensor network is usually deployed in intricate areas or environment, only a few research approaches are found to be well suited.…”

Section: Figure 4: Efficient Optimization Techniques In Wsnsmentioning

confidence: 99%

Performance Analysis of Energy Efficiency and Security Solutions of Internet of Things Protocols

Itagi¹,

Gowda

Prasad

et al. 2023

IJEER

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The scientific and business communities are showing considerable interest in wireless sensor networks (WSN). The availability of low-cost, small-scale components like CPUs, radios, and sensors, which are often combined into a single chip, is crucial. Parallel to the evolution of WSNs, the concepts of the IoT have been evolving in recent years. Wireless communication technologies may play a significant role in the implementation of IoT, despite the fact that IoT does not need or require any particular technology for communication. WSN assisted IoT networks can drive several applications in many industries. The proposed research explores the possibility of enhancing energy efficiency in WSN-assisted IoTN by balancing various challenging sensor network performance metrics. The base station's current placement inside the sensing field is predetermined by the preexisting routing algorithms. Our study examines the impact of base station placement outside and within the prescribed sensing domains on energy consumption and network longevity. In addition, methods for transferring data from the distributed source sensor to the base station while minimizing energy consumption are investigated. In this preliminary study, we focus on developing an algorithm for WSN-Assisted IoTN that can balance network factors such as hop count, communication distance, and residual energy. To further optimize the routing route between local cluster heads and the base station, a novel network architecture is built based on the Ant-optimization model, which uses centroid routing to balance energy consumption among local clusters. An open-source Network Simulator (NS-3) is used to model the behaviour of the proposed routing protocols and compare them to comparable existing network protocols. All of the suggested protocols have the same fundamentals for creating networks, however they vary in terms of routing, optimization, and performance depending on the development effort under consideration.

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Section: Figure 4: Efficient Optimization Techniques In Wsnsmentioning

confidence: 99%

Performance Analysis of Energy Efficiency and Security Solutions of Internet of Things Protocols

Itagi¹,

Gowda

Prasad

et al. 2023

IJEER

Self Cite

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“…In order to offer the end customers of the outside/purchaser organisation access to the information, a figurative image was generated by a worker in the endeavor/maker organisation and sent out to them. It's possible that these preloaded records will reveal clues about the data encoded and divided [8]. A client of the external/customer organisation does not have to enter or replicate information on the endeavor/maker network in order to access the information.…”

Section: Literature Surveymentioning

confidence: 99%

Stability and Effective Process Control for Secure Email Filtering

Yashaswini

Shruthi²,

Nandini³

et al. 2022

IJRITCC

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A fantastic tool for both commercial and personal communication is electronic mail. It has increasingly become a necessary component of our working life since it is straightforward, available, and simple to use. Spam emails have started to tarnish internet experiences and threaten the integrity of email. Due to the exponential growth of spam, both people and organisations are under a great deal of financial and other strain. In order to prevent the future of email itself from being in jeopardy, a solution to the spam problem must be discovered. There is an urgent need to solve the Email spam issue since spam volume has been rising over the last several decades. As part of this effort, many effects of spam emails on businesses and people were noted and thoroughly examined. In order to properly assess current technologies, solutions, and methods, a comprehensive literature review was conducted throughout the procedures. The goals of this work is to develop new methodologies for the implementation of new strategies for the efficient management of email spam and to construct a proof-of-concept software system for the Process controlled assessment of such strategies.

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“…In addition, teachers can apply modern teaching methods to teaching activities and use multimedia teaching equipment to display some compositions, visual works and theoretical knowledge for students on the big screen. This kind of teaching mode has strong vitality, enabling students to participate more actively in the teaching activities organized by teachers to achieve the ideal teaching effect [13]. Genetic algorithms are currently recognized in the teaching of composition courses, which introduces a composition course teaching model formed by a self-attention mechanism.…”

Section: Introductionmentioning

confidence: 99%

Analysis of Teaching Mode of College Music Composition Theory Course Based on Data Analysis

Shuo Shen

2024

jes

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After learning the Soviet model and developing it today, the rudiment of professional music education established in the 1930s has formed the burden of various historical problems. At the same time, in the ideological collision between China and the West, various concepts and viewpoints around music teaching also appeared, but this is not the main research object because there is no answer at all; therefore, it is necessary to make more rational improvements to the relevant experience, new ideas and new ideas. Based on the theoretical basis of in-depth algorithm and constraint solving, this research starts from the current music teaching in colleges. It explores the curriculum mode that is conducive to the development of music in the author’s country. The experimental results show that in the teaching mode of music composition theory courses in colleges and universities, the music composition optimization algorithm (MMC) has a profound impact on the teaching effect of the course. When solving Madcap’s, the current optimal solution significantly impacts the results. In the curriculum problem, due to the constraints of the curriculum schedule problem, MMC does not show a promising solution effect but has good performance on the curriculum scheduling problem with relatively few constraints, so when solving problems with fewer constraints, the reader can choose MMC.

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IoT Group Key Management using Incremental Gaussian Mixture Model

Cited by 56 publications

References 18 publications

Performance Analysis of Energy Efficiency and Security Solutions of Internet of Things Protocols

Performance Analysis of Energy Efficiency and Security Solutions of Internet of Things Protocols

Stability and Effective Process Control for Secure Email Filtering

Analysis of Teaching Mode of College Music Composition Theory Course Based on Data Analysis

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