Call for Papers:Vol.11 Issue.3

Submission
Last date		 28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  GRIDSHIELD AI
PaperId: :  26601
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 3 2025
DUI:    16.0415/IJARIIE-26601
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dr. Archana BVidya Vikas Institute of Engineering & Technology
Guruprasad S LoniVidya Vikas Institute of Engineering & Technology
Ghanashyam M DineshVidya Vikas Institute of Engineering & Technology
Puneeth DVidya Vikas Institute of Engineering & Technology
Preetham Urs A VVidya Vikas Institute of Engineering & Technology

Abstract

Computer Engineering
SCADA System, Cybersecurity, MSPPNET, Deep Learning, Metaheuristic Optimization, Machine Learning
Supervisory Control and Data Acquisition (SCADA) systems play a pivotal role in monitoring and controlling critical infrastructure across various sectors, including energy, water, and manufacturing. As these systems increasingly become targets of cyber threats, there is a pressing need for intelligent and robust security mechanisms. This project proposes an advanced cybersecurity framework employing the Meta Heuristic Supervised Preprocessing Network (MSPPNET) to enhance the detection and prevention of malicious activities within SCADA environments. The methodology begins with the acquisition of raw datasets followed by preprocessing and normalization to ensure data consistency and quality. Key features are extracted using intelligent selection mechanisms, and multiple models—including SVM, ANN, and the proposed MSPPNET-based CNN—are trained and evaluated. The MSPPNET framework incorporates meta heuristic optimization techniques into the supervised learning pipeline, improving the adaptability and accuracy of the model in identifying subtle attack patterns. Extensive experimentation and performance evaluation highlight the effectiveness of MSPPNET in achieving high detection accuracy while minimizing false positives. The final model is validated using test data and stored for real-time deployment. This approach not only improves threat detection capabilities in SCADA systems but also contributes to the development of more resilient critical infrastructure cybersecurity solutions

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Dr. Archana B, Guruprasad S Loni, Ghanashyam M Dinesh, Puneeth D, and Preetham Urs A V. "GRIDSHIELD AI" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 3 2025 Page 1365-1369
MLA Dr. Archana B, Guruprasad S Loni, Ghanashyam M Dinesh, Puneeth D, and Preetham Urs A V. "GRIDSHIELD AI." International Journal Of Advance Research And Innovative Ideas In Education 11.3(2025) : 1365-1369.
APA Dr. Archana B, Guruprasad S Loni, Ghanashyam M Dinesh, Puneeth D, & Preetham Urs A V. (2025). GRIDSHIELD AI. International Journal Of Advance Research And Innovative Ideas In Education, 11(3), 1365-1369.
Chicago Dr. Archana B, Guruprasad S Loni, Ghanashyam M Dinesh, Puneeth D, and Preetham Urs A V. "GRIDSHIELD AI." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 3 (2025) : 1365-1369.
Oxford Dr. Archana B, Guruprasad S Loni, Ghanashyam M Dinesh, Puneeth D, and Preetham Urs A V. 'GRIDSHIELD AI', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, 2025, p. 1365-1369. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/GRIDSHIELD_AI_ijariie26601.pdf (Accessed : ).
Harvard Dr. Archana B, Guruprasad S Loni, Ghanashyam M Dinesh, Puneeth D, and Preetham Urs A V. (2025) 'GRIDSHIELD AI', International Journal Of Advance Research And Innovative Ideas In Education, 11(3), pp. 1365-1369IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/GRIDSHIELD_AI_ijariie26601.pdf (Accessed : )
IEEE Dr. Archana B, Guruprasad S Loni, Ghanashyam M Dinesh, Puneeth D, and Preetham Urs A V, "GRIDSHIELD AI," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, pp. 1365-1369, May-Jun 2025. [Online]. Available: http://ijariie.com/AdminUploadPdf/GRIDSHIELD_AI_ijariie26601.pdf [Accessed : ].
Turabian Dr. Archana B, Guruprasad S Loni, Ghanashyam M Dinesh, Puneeth D, and Preetham Urs A V. "GRIDSHIELD AI." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 3 ().
Vancouver Dr. Archana B, Guruprasad S Loni, Ghanashyam M Dinesh, Puneeth D, and Preetham Urs A V. GRIDSHIELD AI. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(3) : 1365-1369. Available from: http://ijariie.com/AdminUploadPdf/GRIDSHIELD_AI_ijariie26601.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
SecuraVault: A secured blockchain based cloud storage systemComputer Engineering Anshika Jaiswal Download
Autoimmune Disease Detection in women Using Machine Learning Approachcomputer science EngineeringJ. L. V. S. Download
Medicine Overdose Detection System Using Machine LearningComputer Science EngineeringDr.Somashekhar B M Download
Home Price Prediction Using Machine LearningComputer Science & Engineering G Tushar Download
Heat diseases prediction using machine learningComputer EngineeringProf. Meghashree M B Download
GRIDSHIELD AIComputer EngineeringDr. Archana B Download
Diabetic Retinopathy Detection with AI InsightsComputer EngineeringJay Mahesh Gurav Download
Personalized Fitness Segmentation with Actionable InsightsMachine LearningAnju Tiwari Download
Sentiment-Based Machine Learning Approach for Mapping Citizen ProblemsComputer science and EngineeringDr. Madhu B K Download
Deligro: A Dual-Purpose Web Platform for Food Ordering and Leftover Food Donation ManagementComputer Science EngineeringRakesh Reddy K Download
AI-RATIONMITRA: SMART PUBLIC DISTRIBUTION THROUGH AI AND IOTComputer Science and EngineeringDr. Madhu B K Download
Driver Drowsiness Detection System Using OpenCV And IOTComputer Science And EngineeringAkshay Amrutkar Download
Stock Sense: Deep Learning based stock-market prediction toolComputer Science and Engineering (Data Science)Meet Manoj Agarwal Download
Glaucoma prediction using machine learningComputer Science Engineering Prof. Vinutha N Download
AN AI POWERED MENTAL HEATH AND WELLNESS COMPAIONComputer Science EngineeringDr . Archana B Download
12