Breast tumor detection and classification on the Internet of Medical Things (IoMT) can be automated with potential Artificial Intelligence (AI). However, challenges arise when dealing sensitive data due to dependence large datasets. To address this issue, we propose an approach that combines different magnification factors histopathological images using a residual network information fusion in Federated Learning (FL). FL is employed preserve privacy patient data, while enabling creation...

Dynamic load balancing in cloud computing is crucial for efficiently distributing workloads across available resources, ensuring optimal performance. This research introduces a novel dynamic load-balancing approach that leverages deep learning model combining Convolutional Neural Networks (CNNs) and Recurrent (RNNs) to calculate values each virtual machine (VM). The methodology aims enhance performance by optimizing task scheduling stress distribution. proposed employs clustering mechanism...

The ADHD detector analyzes behavioral, cognitive, or physiological data (e.g., EEG, eye-tracking, surveys) to identify patterns associated with symptoms. This work offers a more sophisticated method of detecting by overcoming the main drawbacks existing approaches in terms processing, detection accuracy, and computational time. is inspired fact that Deep Learning (DL) frameworks could transform systems ADHD. In proposed framework, there new NeuroDCT-ICA module for preprocessing raw EEG data,...

In the era of Industry 5.0, technology promises rapid and smart growth industries to improve system performance substantially be sustainable more secure. 5.0 enabled conventional unmanned aerial vehicle (UAV) represent a dynamic result that can offer various services irrespective time, place, in broader physical range. Hence, satellite systems high having advanced pre-processing transmission capabilities are gaining considerable attention increase overall throughput. enhancing efficiency...

With the swift advancement of technology and growing popularity internet in business communication, cybersecurity posed a global threat. This research focuses new Deep Learning (DL) model referred as FinSafeNet to secure loose cash transactions over digital banking channels. is based on Bi-Directional Long Short-Term Memory (Bi-LSTM), Convolutional Neural Network (CNN) an additional dual attention mechanism study transaction data influence observation various security threats. One such...

As the world is changing, new technologies are getting born to interact with current environment. Most of students today have a social presence over networking sites. The student use these sites chat and keep their information updated. usage among teaching family has become common, teachers in colleges universities can tools for imparting knowledge students. In our research we focused on designing collaborative network e-learning tool, which will help faculty member collaborate common...

Project Management has long been one of the arduous jobs for individuals as well companies to pertain to. Yet with dynamic architecture Cloud Service facilities, this could easily be managed respect availability and cost efficiency. This paper focuses on Cloud-Based management projects through means software a service its various augmentable utilities. A project Software is which used incorporate an efficient usage resources based use utilization, best implemented help Service. would in turn...

As the attacks on website and domain names are increasing day by it becomes very important for various verticals in country to be secured against deadly which can hamper operations of web traffic its verticals. XSS is one such attack more frequently tried websites gain information data relevant attacker from website. also called cross-site scripting where writes a script injects into domain, he wants from. In this research article we focusing how use software-testing tools regular...

The smart card has been used in many applications for access controls, such as banking, identification, transportation, telecommunication, health care and electronic payments. Smart cards contain an embedded chip either a microprocessor or memory, which create some complications implementing network access. Centralization distribution control models are most appropriate cards. can be PC control, provided that changes to infrastructure completed. This research comprehensively integrates all...

ERP today is very expensive and its not easy to procure it because educational institutions have limited budgets. So we designed a modular system which can provide the systems more facilities with less budget also will be web based pay as you go model achieved using cloud Educational ERP. E-learning tools available in market are costly customizable, so there need much modularized tool, fulfill needs of organization minimal cost high returns Zero maintenance cost. Our E-Learning tool provides...

Interactive display panels are one of the most widely used systems today in delivering high-quality teaching and learning experiences to students faculties around globe as several hardware software tools can be integrated with these interactive so that more efficiency interactivity done on panels. In this research work, we focused how securely manage environments provide an solution for academic environment protect video conferencing solutions. The architectural design system solutions,...

This article proposed a multimodal biometric enrolment and authentication system (MBEAS) with modified score-level fusion TriBlendNN-based template matching approach. It consists of four phases: (i) phase, (ii) security (iii) storage (iv) phase. Initially, the raw data iris, face, hand, speech, signature, handwriting, fingerprint, keystroking are collected from BiosecurID database, then images pre-processed via resizing cropping. Raw signal speech is wavelet denoising spectral subtraction....

Information in government sector is increasing day by day. The providing its citizens e-services which are getting cluttered and difficult to use consume the of country. redundancy becoming a critical topic for all governmental transactions thus overloading databases information pool. In this research we focus on creating an architecture optimizing flow within database schemas will pull push as when required services. We be designing web services act tuners transmitters that data from...

Time is money. "Until we manage time, can nothing else"- Peter F. Drucker. management an essential skill for the success of any student or project. It a which most students don't have at least strive to have. From our experience, did find it difficult keep track homework, quizzes, exams and even simple reminder. Using traditional hand-written note won't do it, specific application taking also be as effective. The problem with to-do list app that they are random, anything in your life. And...

The purpose of this research is to provide cloud service providers (CSP) a secure platform that can be accessed for configuring secure, silent software deployment on the hybrid using load-balanced Docker Containers (LBDC) are configured with different PAAS solutions. As many researchers in past have worked providing PASS platforms either public or private less carried out systems and who followed approach organizations need but lack securing platform. This will developers go reduce overhead...

Service Oriented Architecture A Revolution for Project Management Software has changed the way projects today are moving on fly with help of web services booming industry. oriented architecture improves performance and communication between distributed remote teams. Web Services to Provide software visibility control application development lifecycle-giving a better over entire process, from management stage through development. The goal is produce product that delivered time, within...