Vinayakumar Ravi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 82

Top Topics

Intrusion Detection System

Top Venues

Multim. Tools Appl.

IEEE Trans. Engineering Management

Publications

Jayanth M, Arrun Sivasubramanian, V. Sowmya, Vinayakumar Ravi
Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable AI. CoRR (2024)
Malathy Jawahar, L. Jani Anbarasi, S. Mahesh Anand, Vinayakumar Ravi
Intelligent leather defect classification using Fourier angular radial partitioning algorithm with ensemble classifier. Multim. Tools Appl. 83 (13) (2024)
Sannidhan M. S, Jason Elroy Martis, K. N. Pallavi, Vinayakumar Ravi, Harinahalli Lokesh Gururaj, Tahani Jaser Alahmadi
Genetic algorithms and deep learning for unique facial landmark-based key generation. Comput. Electr. Eng. 118 (2024)
Sharen H, Malathy Jawahar, L. Jani Anbarasi, Vinayakumar Ravi, Norah Saleh Alghamdi, Wael Suliman
FDUM-Net: An enhanced FPN and U-Net architecture for skin lesion segmentation. Biomed. Signal Process. Control. 91 (2024)
Sapna S, Sandhya S, Vasundhara Acharya, Vinayakumar Ravi
Apple foliar leaf disease detection through improved capsule neural network architecture. Multim. Tools Appl. 83 (16) (2024)
Mredulraj S. Pandianchery, V. Sowmya, E. A. Gopalakrishnan, Vinayakumar Ravi, K. P. Soman
Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Hanane Azzaoui, Akram Zine Eddine Boukhamla, Pericle Perazzo, Mamoun Alazab, Vinayakumar Ravi
A Lightweight Cooperative Intrusion Detection System for RPL-based IoT. Wirel. Pers. Commun. 134 (4) (2024)
Vinayakumar Ravi
Deep learning-based network intrusion detection in smart healthcare enterprise systems. Multim. Tools Appl. 83 (13) (2024)
Vinayakumar Ravi, Vasundhara Acharya, Mamoun Alazab
A multichannel EfficientNet deep learning-based stacking ensemble approach for lung disease detection using chest X-ray images. Clust. Comput. 26 (2) (2023)
Rajasekhar Chaganti, Bharat Bhushan, Vinayakumar Ravi
A survey on Blockchain solutions in DDoS attacks mitigation: Techniques, open challenges and future directions. Comput. Commun. 197 (2023)
Nagappan Mageshkumar, J. Swapna, A. Pandiaraj, Rajakumar Ramalingam, Moez Krichen, Vinayakumar Ravi
Hybrid cloud storage system with enhanced multilayer cryptosystem for secure deduplication in cloud. Int. J. Intell. Networks 4 (2023)
Mangayarkarasi Ramaiah, Vanmathi Chandrasekaran, Vinayakumar Ravi
A robust malware traffic classifier to combat security breaches in industry 4.0 applications. Concurr. Comput. Pract. Exp. 35 (23) (2023)
Hemanta Kumar Bhuyan, Vinayakumar Ravi
An Integrated Framework with Deep Learning for Segmentation and Classification of Cancer Disease. Int. J. Artif. Intell. Tools 32 (2) (2023)
Hemanta Kumar Bhuyan, Vinayakumar Ravi
Analysis of Subfeature for Classification in Data Mining. IEEE Trans. Engineering Management 70 (8) (2023)
Vasundhara Acharya, Vinayakumar Ravi, Tuan D. Pham, Chinmay Chakraborty
Peripheral Blood Smear Analysis Using Automated Computer-Aided Diagnosis System to Identify Acute Myeloid Leukemia. IEEE Trans. Engineering Management 70 (8) (2023)
Sachin Dhawan, Rashmi Gupta, Hemanta Kumar Bhuyan, Vinayakumar Ravi, Subhendu Kumar Pani, Arun Kumar Rana
OA & DESAE model. Multim. Tools Appl. 82 (10) (2023)
J. Arun Prakash, CR Asswin, Vinayakumar Ravi, V. Sowmya, K. P. Soman
Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures. Multim. Tools Appl. 82 (14) (2023)
Vinayakumar Ravi, Tuan D. Pham, Mamoun Alazab
Attention-Based Multidimensional Deep Learning Approach for Cross-Architecture IoMT Malware Detection and Classification in Healthcare Cyber-Physical Systems. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Pooja Yadav, Neeraj Menon, Vinayakumar Ravi, Sowmya Vishvanathan
Lung-GANs: Unsupervised Representation Learning for Lung Disease Classification Using Chest CT and X-Ray Images. IEEE Trans. Engineering Management 70 (8) (2023)
Vinayakumar Ravi, Tuan D. Pham, Mamoun Alazab
Deep Learning-Based Network Intrusion Detection System for Internet of Medical Things. IEEE Internet Things Mag. 6 (2) (2023)
Hemanta Kumar Bhuyan, M. Saikiran, Murchhana Tripathy, Vinayakumar Ravi
Wide-ranging approach-based feature selection for classification. Multim. Tools Appl. 82 (15) (2023)
Malathy Jawahar, L. Jani Anbarasi, S. Graceline Jasmine, Febin Daya John Lionel, Vinayakumar Ravi, Prasun Chakrabarti
Trs-net tropical revolving storm disasters analysis and classification based on multispectral images using 2-d deep convolutional neural network. Multim. Tools Appl. 82 (30) (2023)
Vinayakumar Ravi, Mamoun Alazab, Sriram Srinivasan, Ajay Arunachalam, K. P. Soman
Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning. IEEE Trans. Engineering Management 70 (1) (2023)
Vinayakumar Ravi, Mamoun Alazab
Attention-based convolutional neural network deep learning approach for robust malware classification. Comput. Intell. 39 (1) (2023)
J. Arun Prakash, CR Asswin, K. S. Dharshan Kumar, Avinash Dora, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, Soman K. P.
Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
M. Vasim Babu, Ramesh Sekaran, Suthendran Kannan, Vinayakumar Ravi
CE2RV: Commissioned energy-efficient virtualization for large-scale heterogeneous wireless sensor networks. Int. J. Commun. Syst. 36 (9) (2023)
Hemanta Kumar Bhuyan, A. Vijayaraj, Vinayakumar Ravi
Development of secrete images in image transferring system. Multim. Tools Appl. 82 (5) (2023)
S. Velliangiri, P. Karthikeyan, Vinayakumar Ravi, Meshari Almeshari, Yasser Alzamil
Intelligence Amplification-Based Smart Health Record Chain for Enterprise Management System. Inf. 14 (5) (2023)
Sadia Ramzan, Aqsa Aqdus, Vinayakumar Ravi, Deepika Koundal, Rashid Amin, Mohammed A. Al Ghamdi
Healthcare Applications Using Blockchain Technology: Motivations and Challenges. IEEE Trans. Engineering Management 70 (8) (2023)
Kiran Kiran, H. L. Gururaj, Meshari Almeshari, Yasser Alzamil, Vinayakumar Ravi, K. V. Sudeesh
Efficient SCAN and Chaotic Map Encryption System for Securing E-Healthcare Images. Inf. 14 (1) (2023)
Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman, M. Rupeshkumar
Two-stage deep learning model for automate detection and classification of lung diseases. Soft Comput. 27 (21) (2023)
Wael Suliman, Vinayakumar Ravi, Tuan D. Pham
A Retrospective Study on Classifying Gait Signals Using Entropy Measures. TENCON (2023)
Hemanta Kumar Bhuyan, A. Vijayaraj, Vinayakumar Ravi
Diagnosis system for cancer disease using a single setting approach. Multim. Tools Appl. 82 (30) (2023)
Rajasekhar Chaganti, Wael Suliman, Vinayakumar Ravi, Amit Dua
Deep Learning Approach for SDN-Enabled Intrusion Detection System in IoT Networks. Inf. 14 (1) (2023)
Vinayakumar Ravi, Rajasekhar Chaganti
EfficientNet deep learning meta-classifier approach for image-based android malware detection. Multim. Tools Appl. 82 (16) (2023)
Shalli Rani, Manpreet Kaur, Munish Kumar, Vinayakumar Ravi, Uttam Ghosh, Jnyana Ranjan Mohanty
Detection of shilling attack in recommender system for YouTube video statistics using machine learning techniques. Soft Comput. 27 (1) (2023)
Harini Narasimhan, Vinayakumar Ravi, Nazeeruddin Mohammad
Unsupervised Deep Learning Approach for In-Vehicle Intrusion Detection System. IEEE Consumer Electron. Mag. 12 (1) (2023)
J. Arun Prakash, Vinayakumar Ravi, V. Sowmya, K. P. Soman
Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images. Neural Comput. Appl. 35 (11) (2023)
D. Salangai Nayagi, Sivasankari G. G, Vinayakumar Ravi, K. R. Venugopal, Sankar Sennan
Fault tolerance aware workload resource management technique for real-time workload in heterogeneous computing environment. Trans. Emerg. Telecommun. Technol. 34 (3) (2023)
Ajay Arunachalam, Vinayakumar Ravi, Vasundhara Acharya, Tuan D. Pham
Toward Data-Model-Agnostic Autonomous Machine-Generated Data Labeling and Annotation Platform: COVID-19 Autoannotation Use Case. IEEE Trans. Engineering Management 70 (8) (2023)
Rajasekhar Chaganti, Vinayakumar Ravi, Tuan D. Pham
A multi-view feature fusion approach for effective malware classification using Deep Learning. J. Inf. Secur. Appl. 72 (2023)
Ricky Mohanty, Hemanta Kumar Bhuyan, Subhendu Kumar Pani, Vinayakumar Ravi, Moez Krichen
Bird species recognition using spiking neural network along with distance based fuzzy co-clustering. Int. J. Speech Technol. 26 (3) (2023)
Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P
Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram. IEEE Trans. Engineering Management 70 (8) (2023)
Hemanta Kumar Bhuyan, Chinmay Chakraborty, Subhendu Kumar Pani, Vinayakumar Ravi
Feature and Subfeature Selection for Classification Using Correlation Coefficient and Fuzzy Model. IEEE Trans. Engineering Management 70 (5) (2023)
K. Anish Pon Yamini, Jesmitha Stephy, K. Suthendran, Vinayakumar Ravi
Improving routing disruption attack detection in MANETs using efficient trust establishment. Trans. Emerg. Telecommun. Technol. 33 (5) (2022)
Mredulraj S. Pandianchery, Gopalakrishnan E. A, Sowmya V, Vinayakumar Ravi, Soman K. P
Explainable AI Framework for COVID-19 Prediction in Different Provinces of India. CoRR (2022)
Malathy Jawahar, Prassanna Jayachandran, Vinayakumar Ravi, L. Jani Anbarasi, S. Graceline Jasmine, R. Manikandan, Ramesh Sekaran, Suthendran Kannan
Computer-aided diagnosis of COVID-19 from chest X-ray images using histogram-oriented gradient features and Random Forest classifier. Multim. Tools Appl. 81 (28) (2022)
Shisrut Rawat, Aishwarya Srinivasan, Vinayakumar Ravi, Uttam Ghosh
Intrusion detection systems using classical machine learning techniques vs integrated unsupervised feature learning and deep neural network. Internet Technol. Lett. 5 (1) (2022)
Hemanta Kumar Bhuyan, Vinayakumar Ravi, M. Srikanth Yadav
Multi-objective optimization-based privacy in data mining. Clust. Comput. 25 (6) (2022)
Rajlaxmi Patil, Rajshekhar Biradar, Vinayakumar Ravi, Poornima Biradar, Uttam Ghosh
Network traffic anomaly detection using PCA and BiGAN. Internet Technol. Lett. 5 (1) (2022)
Rajasekhar Chaganti, Vijayakumar Varadarajan, Venkata Subbarao Gorantla, Thippa Reddy Gadekallu, Vinayakumar Ravi
Blockchain-Based Cloud-Enabled Security Monitoring Using Internet of Things in Smart Agriculture. Future Internet 14 (9) (2022)
Pooja Yadav, Neeraj Menon, Vinayakumar Ravi, Sowmya Viswanathan, Tuan D. Pham
A two-stage deep learning framework for image-based android malware detection and variant classification. Comput. Intell. 38 (5) (2022)
Thiyagarajan Krishnan, Sankar Sennan, Vinayakumar Ravi, Dwarakacharla Harshavardhan reddy
A dual-band circular patch antenna using hexagon-shaped slots. Int. J. Commun. Syst. 35 (9) (2022)
Malathy Sathyamoorthy, Sangeetha Kuppusamy, Rajesh Kumar Dhanaraj, Vinayakumar Ravi
Improved K-Means Based Q Learning Algorithm for Optimal Clustering and Node Balancing in WSN. Wirel. Pers. Commun. 122 (3) (2022)
G. Madhu, A. Govardhan, Vinayakumar Ravi, Sandeep Kautish, B. Sunil Srinivas, Tanupriya Chaudhary, Manoj Kumar
DSCN-net: a deep Siamese capsule neural network model for automatic diagnosis of malaria parasites detection. Multim. Tools Appl. 81 (23) (2022)
Vinayakumar Ravi, Mamoun Alazab, Shymalagowri Selvaganapathy, Rajasekhar Chaganti
A Multi-View attention-based deep learning framework for malware detection in smart healthcare systems. Comput. Commun. 195 (2022)
Tharuman Sudhakar, Sethuraman Sambath Kumar, Vinayakumar Ravi, Rajakumar Ramalingam, Sonu Dua
Neighborhood rough set-based route selection for mobile ad hoc networks. Int. J. Commun. Syst. 35 (11) (2022)
Hari Theivaprakasham, S. Darshana, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
Odonata identification using Customized Convolutional Neural Networks. Expert Syst. Appl. 206 (2022)
Rajasekhar Chaganti, Rajendra V. Boppana, Vinayakumar Ravi, Kashif Munir, Mubarak Almutairi, Furqan Rustam, Ernesto Lee, Imran Ashraf
A Comprehensive Review of Denial of Service Attacks in Blockchain Ecosystem and Open Challenges. IEEE Access 10 (2022)
Vidhushavarshini Sureshkumar, Sathiyabhama Balasubramaniam, Vinayakumar Ravi, Ajay Arunachalam
A hybrid optimization algorithm-based feature selection for thyroid disease classifier with rough type-2 fuzzy support vector machine. Expert Syst. J. Knowl. Eng. 39 (1) (2022)
Vinayakumar Ravi, Harini Narasimhan, Tuan D. Pham
A cost-sensitive deep learning-based meta-classifier for pediatric pneumonia classification using chest X-rays. Expert Syst. J. Knowl. Eng. 39 (7) (2022)
Mourad Ellouze, Seifeddine Mechti, Moez Krichen, Vinayakumar Ravi, Lamia Hadrich Belguith
A deep learning approach for detecting the behaviour of people having personality disorders towards COVID-19 from Twitter. Int. J. Comput. Sci. Eng. 25 (4) (2022)
Pooja Yadav, Neeraj Menon, Vinayakumar Ravi, Sowmya Viswanathan, Tuan D. Pham
EfficientNet convolutional neural networks-based Android malware detection. Comput. Secur. 115 (2022)
Rajasekhar Chaganti, Bharat Bhushan, Vinayakumar Ravi
The role of Blockchain in DDoS attacks mitigation: techniques, open challenges and future directions. CoRR (2022)
Reenadevi Rajendran, Sathiyabhama Balasubramaniam, Vinayakumar Ravi, Sankar Sennan
Hybrid optimization algorithm based feature selection for mammogram images and detecting the breast mass using multilayer perceptron classifier. Comput. Intell. 38 (4) (2022)
Vinayakumar Ravi, Vasundhara Acharya, Tuan D. Pham
Attention deep learning-based large-scale learning classifier for Cassava leaf disease classification. Expert Syst. J. Knowl. Eng. 39 (2) (2022)
Rajasekhar Chaganti, Vinayakumar Ravi, Tuan D. Pham
Deep learning based cross architecture internet of things malware detection and classification. Comput. Secur. 120 (2022)
K. Anish Pon Yamini, K. Suthendran, T. Arivoli, Vinayakumar Ravi
New Approach for Advanced Energy Efficiency in MANET (AEE-M) by Improving Optimized Link State Routing Protocol Version 2 (OLSRv2). Wirel. Pers. Commun. 125 (3) (2022)
Wael Suliman, Vinayakumar Ravi, Bin Luo, Xiao-Feng Sun, Tuan D. Pham
Convolutional Neural Networks and Support Vector Machines for Five-Year Survival Analysis of Metastatic Rectal Cancer. IJCNN (2022)
Vinayakumar Ravi, Harini Narasimhan, Chinmay Chakraborty, Tuan D. Pham
Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images. Multim. Syst. 28 (4) (2022)
Vinayakumar Ravi, Rajasekhar Chaganti, Mamoun Alazab
Recurrent deep learning-based feature fusion ensemble meta-classifier approach for intelligent network intrusion detection system. Comput. Electr. Eng. 102 (2022)
Ganesh Kumar M, Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P, Chinmay Chakraborty
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN. Multim. Tools Appl. 81 (25) (2022)
Vinayakumar Ravi, Rajasekhar Chaganti, Mamoun Alazab
Deep Learning Feature Fusion Approach for an Intrusion Detection System in SDN-Based IoT Networks. IEEE Internet Things Mag. 5 (2) (2022)
Narayanavadivoo Gopinathan Bhuvaneswari Amma, Velliangiri Sarveshwaran, Vinayakumar Ravi, Rajasekhar Chaganti
LPCOCN: A Layered Paddy Crop Optimization-Based Capsule Network Approach for Anomaly Detection at IoT Edge. Inf. 13 (12) (2022)
Rajasekhar Chaganti, Vinayakumar Ravi, Tuan D. Pham
Image-based malware representation approach with EfficientNet convolutional neural networks for effective malware classification. J. Inf. Secur. Appl. 69 (2022)
Rajasekhar Chaganti, Vinayakumar Ravi, Mamoun Alazab, Tuan D. Pham
Stegomalware: A Systematic Survey of MalwareHiding and Detection in Images, Machine LearningModels and Research Challenges. CoRR (2021)
Vasundhara Acharya, Vinayakumar Ravi, Nazeeruddin Mohammad
EfficientNet-based Convolutional Neural Networks for Malware Classification. ICCCNT (2021)
Shaifali Chauhan, Richa Banerjee, Chinmay Chakraborty, Mohit Mittal, Atul Shiva, Vinayakumar Ravi
A self-congruence and impulse buying effect on user's shopping behaviour over social networking sites: an empirical study. Int. J. Pervasive Comput. Commun. 17 (4) (2021)
Shymalagowri Selvaganapathy, G. Sudha Sadasivam, Vinayakumar Ravi
A Review on Android Malware: Attacks, Countermeasures and Challenges Ahead. J. Cyber Secur. Mobil. 10 (1) (2021)
Mangayarkarasi Ramaiah, Vanmathi Chandrasekaran, Vinayakumar Ravi, Neeraj Kumar
An intrusion detection system using optimized deep neural network architecture. Trans. Emerg. Telecommun. Technol. 32 (4) (2021)
Shamika Ganesan, Vinayakumar Ravi, Moez Krichen, V. Sowmya, Roobaea Alroobaea, Soman K. P.
Robust Malware Detection using Residual Attention Network. ICCE (2021)
D. Salangai Nayagi, Sivasankari G. G, Vinayakumar Ravi, K. R. Venugopal, Sankar Sennan
REERS: Reliable and energy-efficient route selection algorithm for heterogeneous Internet of things applications. Int. J. Commun. Syst. 34 (13) (2021)