Ranjana Vyas

SRM Institute of Science and Technology — India

Computer Science · Physical Sciences

9h-index313citations63works2.72yr avg
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Research Topics

Network Security and Intrusion Detection(13), Business Process Modeling and Analysis(8), Smart Grid Security and Resilience(8), Data Management and Algorithms(6), Advanced Malware Detection Techniques(6)

Publications63 total

Enhancing Data Protection in IoT Through Firewall and Intrusion Detection Frameworks
International Journal for Research in Applied Science and Engineering Technology·2025Open Access
Exploring IoT Intrusions: Advanced Techniques for Detection, Prevention, and Response
2025
Building a Secure IoT Firewall Framework Leveraging Intrusion Detection Technologies
2025
Smart Wearable Socks Enabled with IoT for Fall Detection
2025
A deep reinforcement learning-based approach for cyber resilient demand response optimization
Frontiers in Energy Research·2025· 2 citedOpen Access
A Dummy User Based Privacy Preserving Model for Online and Offline Crowd Mobility Monitoring Applications
SSRN Electronic Journal·2025Open Access
Zero-Shot Based Hybrid Neural Network System for Enhancing Zero-Day Attack Detection
2024· 3 cited
ELA-NIDS: An Improved Ensemble Learning Network Intrusion Detection System for IIoT
2024· 1 cited
GA-LSTM: Performance Optimization of LSTM driven Time Series Forecasting
Computational Economics·2024· 9 cited
ConRateMiner: Integrating Consulting Services Purchase with Celonis EMS
2024
ProM-Ex: An Explainable Framework for Anomaly Detection in Process Mining Using Large Language Models
2024· 1 cited
Constructing a decision-making tool for HRM process by predicting organizational citizenship behavior
Global Knowledge Memory and Communication·2024· 1 cited
HMS-IDS: Threat Intelligence Integration for Zero-Day Exploits and Advanced Persistent Threats in IIoT
Arabian Journal for Science and Engineering·2024· 17 cited
SGridNet: An Efficient and Optimize Bagging Deep Learning for Intrusion Detection in Smart Grid Networks
2024· 1 cited
Optimizing Hyperparameters of Deep Learning Models for Stock Price Prediction
2024· 3 cited
TMAP: A Threat Modeling and Attack Path Analysis Framework for Industrial IoT Systems (A Case Study of IoM and IoP)
Arabian Journal for Science and Engineering·2024· 10 cited
A Dummy User Based Privacy Preserving Model for Online and Offline Crowd Mobility Monitoring Applications
SSRN Electronic Journal·2024Open Access
A Dummy User Based Privacy Preserving Model for Online and Offline Crowd Mobility Monitoring Applications
SSRN Electronic Journal·2024Open Access
Applying machine learning algorithms to determine and predict the reasons and models for employee turnover
International Journal of Information Technology and Management·2024· 1 cited
Unveiling AI Efficiency: Loan Application Process Optimization Using PM4PY Tool
Communications in computer and information science·2024· 1 cited
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Frequent Co-authors

O. P. Vyas(32), Uphar Singh(14), Kumar Saurabh(9), Rahamatullah Khondoker(5), Ashish Singh Patel(4), Muneendra Ojha(4), Kumar Saurabh(4), Antonio Puliafito(3), Neelaksh Trehan(3), Ayush Sinha(3), Artus Krohn-Grimberghe(3), P. Udayakumar(3), Nachiket Tapas(3), Bagesh Kumar(2), Vivek Tiwari(2), O. P. Vyas(2), Monika Rani(2), Lokesh Kumar Sharma(2), Uma Shanker Tiwary(2), Deepak Gajjala(2)