Vinayakumar Ravi

104 papers B 1C 2Journal 100Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A context-aware multi-modal generative adversarial network for real-time anomaly detection in video surveillance. Peer Peer Netw. Appl. Pravinth Raja, Dhanalakshmi B. K, Rajan T, Vinayakumar Ravi, Norah Saleh Alghamdi
2026	J	`jnl`	HEDP-WBAN: Homomorphic Encryption and Differential Privacy for Secure Edge-Based WBANs. J. Signal Process. Syst. Boopathi S, Jothikumar R, Sudhakar T, Vinayakumar Ravi, Alanoud Al Mazroa
2025	J	`jnl`	A Comprehensive Survey of Contemporary Anomaly Detection Methods for Securing Smart IoT Systems. Comput. Mater. Continua Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Vinayakumar Ravi, Abdulatif Alabdulatif
2025	J	`jnl`	A Graded Node-Dependent Allocation Method for Energy Scavenging in Wireless Sensor Networks. Wirel. Pers. Commun. M. Vasim Babu, Ramesh Sekaran, Suthendran Kannan, Vinayakumar Ravi
2025	J	`jnl`	A High-Security Chaotic Encryption Model for Biomedical Image Protection. Secur. Priv. Sudheesh K. V., S. Benaka Santhosha, Kiran Puttegowda, Vinayakumar Ravi, Alanoud Al Mazroa
2025	J	`jnl`	A comprehensive review of lightweight blockchain practices for smart cities: a security and efficacy assessment. J. Reliab. Intell. Environ. Adla Padma, Mangayarkarasi Ramaiah, Vinayakumar Ravi
2025	J	`jnl`	A privacy preserving batch audit scheme for IoT based cloud data storage. Peer Peer Netw. Appl. S. Milton Ganesh, S. Priya, Vinayakumar Ravi, Suliman A. Alsuhibany
2025	J	`jnl`	A robust accent classification system based on variational mode decomposition. Eng. Appl. Artif. Intell. Darshana Subhash, Jyothish Lal G., B. Premjith, Vinayakumar Ravi
2025	J	`jnl`	Artificial Intelligence Techniques Enabled Soil Moisture Estimation Frameworks Using Remote Sensing Satellite Images: Challenges and Future Directions- Review. WIREs Data. Mining. Knowl. Discov. Mangayarkarasi Ramaiah, Prabhavathy Settu, Vinayakumar Ravi
2025	J	`jnl`	Audio and Visual Speech for the Biometric Security System. Secur. Priv. R. Shashidhar, M. P. Shashank, Vinayakumar Ravi, Alanoud Al Mazroa
2025	J	`jnl`	CAST Multim. Tools Appl. P. Muthulakshmi, K. Suthendran, Vinayakumar Ravi
2025	J	`jnl`	Comprehensive Analysis of Supervised Machine Learning Algorithms in Obfuscated Malware Detection. Secur. Priv. Swapnil Singh, Deepa Krishnan, Pratham Dedhiya, Vinayakumar Ravi, Darshil Sanghvi, Kamakshya Nanda
2025	J	`jnl`	Deep transfer learning technique to detect white blood cell classification in regular clinical practice using histopathological images. Multim. Tools Appl. K. Anita Davamani, Malathy Jawahar, L. Jani Anbarasi, Vinayakumar Ravi, Alanoud Al Mazroa, Chinnanadar Ramachandran Rene Robin
2025	J	`jnl`	Efficient hybrid feature selection using intrinsic and metaheuristic optimization algorithm and classification of malware using ensemble learning algorithm. Clust. Comput. S. B. Chandini, A. B. Rajendra, Vinayakumar Ravi, Suliman A. Alsuhibany, C. M. Naveen Kumar
2025	J	`jnl`	Enhancing skin disease classification leveraging transformer-based deep learning architectures and explainable AI. Comput. Biol. Medicine Jayanth Mohan, Arrun Sivasubramanian, V. Sowmya, Vinayakumar Ravi
2025	J	`jnl`	Face Recognition in Unconstrained Images Using Deep Learning Model for Forensics. Secur. Priv. Chethana H. T., Trisiladevi C. Nagavi, P. Mahesha, Vinayakumar Ravi, Alanoud Al Mazroa
2025	J	`jnl`	FaceNet - A Framework for Age Variation Facial Digital Images. EAI Endorsed Trans. Scalable Inf. Syst. Chethana H. T., Trisiladevi C. Nagavi, P. Mahesha, Vinayakumar Ravi, H. L. Gururaj
2025	J	`jnl`	Identification of Suspect Using Transformer and Cosine Similarity Model for Forensic Voice Comparison. Secur. Priv. Kruthika S. G., Trisiladevi C. Nagavi, P. Mahesha, Chethana H. T., Vinayakumar Ravi, Alanoud Al Mazroa
2025	J	`jnl`	Message digest and blockchain based chaotic ordered cyber secured cloud of things for smart health care. Peer Peer Netw. Appl. Ashok Kumar Munnangi, Kumaresan Maruthapillai, Sivaram Rajeyyagari, Ramesh Sekaran, Vinayakumar Ravi, Alanoud Al Mazroa
2024	J	`jnl`	A Lightweight Cooperative Intrusion Detection System for RPL-based IoT. Wirel. Pers. Commun. Hanane Azzaoui, Akram Zine Eddine Boukhamla, Pericle Perazzo, Mamoun Alazab, Vinayakumar Ravi
2024	J	`jnl`	A novel chaotic binary butterfly optimization algorithm based feature selection model for classification of autism spectrum disorder. Int. J. Appl. Math. Comput. Sci. Anandkumar Ramakrishnan, Rajakumar Ramalingam, Padmanaban Ramalingam, Vinayakumar Ravi, Tahani Jaser Alahmadi, Siti Sarah Maidin
2024	J	`jnl`	An efficient iterative pseudo point elimination technique to represent the shape of the digital image boundary. Multim. Tools Appl. Mangayarkarasi Ramaiah, Vinayakumar Ravi, Vanmathi Chandrasekaran, Vanitha Mohanraj, Deepa Mani, Angulakshmi Maruthamuthu
2024	J	`jnl`	An overview of current developments and methods for identifying diabetic foot ulcers: A survey. WIREs Data. Mining. Knowl. Discov. L. Jani Anbarasi, Malathy Jawahar, R. Beulah Jayakumari, Modigari Narendra, Vinayakumar Ravi, R. Neeraja
2024	J	`jnl`	Apple foliar leaf disease detection through improved capsule neural network architecture. Multim. Tools Appl. S. Sapna, Sandhya S, Vasundhara Acharya, Vinayakumar Ravi
2024	J	`jnl`	Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India. IEEE Trans. Comput. Soc. Syst. Mredulraj S. Pandianchery, V. Sowmya, E. A. Gopalakrishnan, Vinayakumar Ravi, K. P. Soman
2024	J	`jnl`	Deep learning-based network intrusion detection in smart healthcare enterprise systems. Multim. Tools Appl. Vinayakumar Ravi
2024	J	`jnl`	Efficient Feature Extraction Using Light-Weight CNN Attention-Based Deep Learning Architectures for Ultrasound Fetal Plane Classification. CoRR Arrun Sivasubramanian, Divya Sasidharan, V. Sowmya, Vinayakumar Ravi
2024	J	`jnl`	Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable AI. CoRR Jayanth M, Arrun Sivasubramanian, V. Sowmya, Vinayakumar Ravi
2024	J	`jnl`	FDUM-Net: An enhanced FPN and U-Net architecture for skin lesion segmentation. Biomed. Signal Process. Control. Sharen H, Malathy Jawahar, L. Jani Anbarasi, Vinayakumar Ravi, Norah Saleh Alghamdi, Wael Suliman
2024	J	`jnl`	Genetic algorithms and deep learning for unique facial landmark-based key generation. Comput. Electr. Eng. Sannidhan M. S, Jason Elroy Martis, K. N. Pallavi, Vinayakumar Ravi, Harinahalli Lokesh Gururaj, Tahani Jaser Alahmadi
2024	J	`jnl`	Intelligent leather defect classification using Fourier angular radial partitioning algorithm with ensemble classifier. Multim. Tools Appl. Malathy Jawahar, L. Jani Anbarasi, S. Mahesh Anand, Vinayakumar Ravi
2024	J	`jnl`	Optimizing energy harvesting with diversity in cooperative simultaneous wireless information and power transfer systems. Int. J. Commun. Syst. Shweta Singh, Rahul Kumar, S. Priya, Mridusmita Roy Choudhury, Vinayakumar Ravi, H. L. Gururaj
2023	C	`conf`	A Retrospective Study on Classifying Gait Signals Using Entropy Measures. TENCON Wael Suliman, Vinayakumar Ravi, Tuan D. Pham
2023	J	`jnl`	A multi-view feature fusion approach for effective malware classification using Deep Learning. J. Inf. Secur. Appl. Rajasekhar Chaganti, Vinayakumar Ravi, Tuan D. Pham
2023	J	`jnl`	A multichannel EfficientNet deep learning-based stacking ensemble approach for lung disease detection using chest X-ray images. Clust. Comput. Vinayakumar Ravi, Vasundhara Acharya, Mamoun Alazab
2023	J	`jnl`	A robust malware traffic classifier to combat security breaches in industry 4.0 applications. Concurr. Comput. Pract. Exp. Mangayarkarasi Ramaiah, Vanmathi Chandrasekaran, Vinayakumar Ravi
2023	J	`jnl`	A survey on Blockchain solutions in DDoS attacks mitigation: Techniques, open challenges and future directions. Comput. Commun. Rajasekhar Chaganti, Bharat Bhushan, Vinayakumar Ravi
2023	J	`jnl`	Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning. IEEE Trans. Engineering Management Vinayakumar Ravi, Mamoun Alazab, Sriram Srinivasan, Ajay Arunachalam, K. P. Soman
2023	J	`jnl`	An Integrated Framework with Deep Learning for Segmentation and Classification of Cancer Disease. Int. J. Artif. Intell. Tools Hemanta Kumar Bhuyan, Vinayakumar Ravi
2023	J	`jnl`	Analysis of Subfeature for Classification in Data Mining. IEEE Trans. Engineering Management Hemanta Kumar Bhuyan, Vinayakumar Ravi
2023	J	`jnl`	Artificial intelligence enabled Luong Attention and Hosmer Lemeshow Regression Window-based attack detection in 6G. Int. J. Commun. Syst. B. Bhuvaneshwari, Balamurugan Balusamy, Rajesh Kumar Dhanaraj, Vinayakumar Ravi
2023	J	`jnl`	Attention-Based Multidimensional Deep Learning Approach for Cross-Architecture IoMT Malware Detection and Classification in Healthcare Cyber-Physical Systems. IEEE Trans. Comput. Soc. Syst. Vinayakumar Ravi, Tuan D. Pham, Mamoun Alazab
2023	J	`jnl`	Attention-based convolutional neural network deep learning approach for robust malware classification. Comput. Intell. Vinayakumar Ravi, Mamoun Alazab
2023	J	`jnl`	Bird species recognition using spiking neural network along with distance based fuzzy co-clustering. Int. J. Speech Technol. Ricky Mohanty, Hemanta Kumar Bhuyan, Subhendu Kumar Pani, Vinayakumar Ravi, Moez Krichen
2023	J	`jnl`	CE2RV: Commissioned energy-efficient virtualization for large-scale heterogeneous wireless sensor networks. Int. J. Commun. Syst. M. Vasim Babu, Ramesh Sekaran, Suthendran Kannan, Vinayakumar Ravi
2023	J	`jnl`	Deep Learning Approach for SDN-Enabled Intrusion Detection System in IoT Networks. Inf. Rajasekhar Chaganti, Wael Suliman, Vinayakumar Ravi, Amit Dua
2023	J	`jnl`	Deep Learning-Based Network Intrusion Detection System for Internet of Medical Things. IEEE Internet Things Mag. Vinayakumar Ravi, Tuan D. Pham, Mamoun Alazab
2023	J	`jnl`	Development of secrete images in image transferring system. Multim. Tools Appl. Hemanta Kumar Bhuyan, A. Vijayaraj, Vinayakumar Ravi
2023	J	`jnl`	Diagnosis system for cancer disease using a single setting approach. Multim. Tools Appl. Hemanta Kumar Bhuyan, A. Vijayaraj, Vinayakumar Ravi
2023	J	`jnl`	Efficient SCAN and Chaotic Map Encryption System for Securing E-Healthcare Images. Inf. Kiran Puttegowda, H. L. Gururaj, Meshari Almeshari, Yasser Alzamil, Vinayakumar Ravi, K. V. Sudeesh
2023	J	`jnl`	EfficientNet deep learning meta-classifier approach for image-based android malware detection. Multim. Tools Appl. Vinayakumar Ravi, Rajasekhar Chaganti
2023	J	`jnl`	Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram. IEEE Trans. Engineering Management Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P
2023	J	`jnl`	Fault tolerance aware workload resource management technique for real-time workload in heterogeneous computing environment. Trans. Emerg. Telecommun. Technol. D. Salangai Nayagi, Sivasankari G. G, Vinayakumar Ravi, K. R. Venugopal, Sankar Sennan
2023	J	`jnl`	Feature and Subfeature Selection for Classification Using Correlation Coefficient and Fuzzy Model. IEEE Trans. Engineering Management Hemanta Kumar Bhuyan, Chinmay Chakraborty, Subhendu Kumar Pani, Vinayakumar Ravi
2023	J	`jnl`	Healthcare Applications Using Blockchain Technology: Motivations and Challenges. IEEE Trans. Engineering Management Sadia Ramzan, Aqsa Aqdus, Vinayakumar Ravi, Deepika Koundal, Rashid Amin, Mohammed A. Al Ghamdi
2023	J	`jnl`	Hybrid cloud storage system with enhanced multilayer cryptosystem for secure deduplication in cloud. Int. J. Intell. Networks Nagappan Mageshkumar, J. Swapna, A. Pandiaraj, Rajakumar Ramalingam, Moez Krichen, Vinayakumar Ravi
2023	J	`jnl`	Intelligence Amplification-Based Smart Health Record Chain for Enterprise Management System. Inf. S. Velliangiri, P. Karthikeyan, Vinayakumar Ravi, Meshari Almeshari, Yasser Alzamil
2023	J	`jnl`	Lung-GANs: Unsupervised Representation Learning for Lung Disease Classification Using Chest CT and X-Ray Images. IEEE Trans. Engineering Management Pooja Yadav, Neeraj Menon, Vinayakumar Ravi, Sowmya Vishvanathan
2023	J	`jnl`	Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures. Multim. Tools Appl. J. Arun Prakash, CR Asswin, Vinayakumar Ravi, V. Sowmya, K. P. Soman
2023	J	`jnl`	Peripheral Blood Smear Analysis Using Automated Computer-Aided Diagnosis System to Identify Acute Myeloid Leukemia. IEEE Trans. Engineering Management Vasundhara Acharya, Vinayakumar Ravi, Tuan D. Pham, Chinmay Chakraborty
2023	J	`jnl`	Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images. Neural Comput. Appl. J. Arun Prakash, Vinayakumar Ravi, V. Sowmya, K. P. Soman
2023	J	`jnl`	Toward Data-Model-Agnostic Autonomous Machine-Generated Data Labeling and Annotation Platform: COVID-19 Autoannotation Use Case. IEEE Trans. Engineering Management Ajay Arunachalam, Vinayakumar Ravi, Vasundhara Acharya, Tuan D. Pham
2023	J	`jnl`	Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures. Eng. Appl. Artif. Intell. J. Arun Prakash, CR Asswin, K. S. Dharshan Kumar, Avinash Dora, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, Soman K. P.
2023	J	`jnl`	Trs-net tropical revolving storm disasters analysis and classification based on multispectral images using 2-d deep convolutional neural network. Multim. Tools Appl. Malathy Jawahar, L. Jani Anbarasi, S. Graceline Jasmine, Febin Daya John Lionel, Vinayakumar Ravi, Prasun Chakrabarti
2023	J	`jnl`	Two-stage deep learning model for automate detection and classification of lung diseases. Soft Comput. Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman, M. Rupeshkumar
2023	J	`jnl`	Unsupervised Deep Learning Approach for In-Vehicle Intrusion Detection System. IEEE Consumer Electron. Mag. Harini Narasimhan, Vinayakumar Ravi, Nazeeruddin Mohammad
2023	J	`jnl`	Wide-ranging approach-based feature selection for classification. Multim. Tools Appl. Hemanta Kumar Bhuyan, M. Saikiran, Murchhana Tripathy, Vinayakumar Ravi
2022	J	`jnl`	A Comprehensive Review of Denial of Service Attacks in Blockchain Ecosystem and Open Challenges. IEEE Access Rajasekhar Chaganti, Rajendra V. Boppana, Vinayakumar Ravi, Kashif Munir, Mubarak Almutairi, Furqan Rustam, Ernesto Lee, Imran Ashraf
2022	J	`jnl`	A Multi-View attention-based deep learning framework for malware detection in smart healthcare systems. Comput. Commun. Vinayakumar Ravi, Mamoun Alazab, Shymalagowri Selvaganapathy, Rajasekhar Chaganti
2022	J	`jnl`	A cost-sensitive deep learning-based meta-classifier for pediatric pneumonia classification using chest X-rays. Expert Syst. J. Knowl. Eng. Vinayakumar Ravi, Harini Narasimhan, Tuan D. Pham
2022	J	`jnl`	A deep learning approach for detecting the behaviour of people having personality disorders towards COVID-19 from Twitter. Int. J. Comput. Sci. Eng. Mourad Ellouze, Seifeddine Mechti, Moez Krichen, Vinayakumar Ravi, Lamia Hadrich Belguith
2022	J	`jnl`	A dual-band circular patch antenna using hexagon-shaped slots. Int. J. Commun. Syst. Thiyagarajan Krishnan, Sankar Sennan, Vinayakumar Ravi, Dwarakacharla Harshavardhan reddy
2022	J	`jnl`	A hybrid optimization algorithm-based feature selection for thyroid disease classifier with rough type-2 fuzzy support vector machine. Expert Syst. J. Knowl. Eng. Vidhushavarshini Sureshkumar, Sathiyabhama Balasubramaniam, Vinayakumar Ravi, Ajay Arunachalam
2022	J	`jnl`	A two-stage deep learning framework for image-based android malware detection and variant classification. Comput. Intell. Pooja Yadav, Neeraj Menon, Vinayakumar Ravi, Sowmya Vishvanathan, Tuan D. Pham
2022	J	`jnl`	Attention deep learning-based large-scale learning classifier for Cassava leaf disease classification. Expert Syst. J. Knowl. Eng. Vinayakumar Ravi, Vasundhara Acharya, Tuan D. Pham
2022	J	`jnl`	Blockchain-Based Cloud-Enabled Security Monitoring Using Internet of Things in Smart Agriculture. Future Internet Rajasekhar Chaganti, Vijayakumar Varadarajan, Venkata Subbarao Gorantla, Thippa Reddy Gadekallu, Vinayakumar Ravi
2022	J	`jnl`	Computer-aided diagnosis of COVID-19 from chest X-ray images using histogram-oriented gradient features and Random Forest classifier. Multim. Tools Appl. Malathy Jawahar, Prassanna Jayachandran, Vinayakumar Ravi, L. Jani Anbarasi, S. Graceline Jasmine, Manikandan Ramachandran, Ramesh Sekaran, Suthendran Kannan
2022	B	`conf`	Convolutional Neural Networks and Support Vector Machines for Five-Year Survival Analysis of Metastatic Rectal Cancer. IJCNN Wael Suliman, Vinayakumar Ravi, Bin Luo, Xiao-Feng Sun, Tuan D. Pham
2022	J	`jnl`	DSCN-net: a deep Siamese capsule neural network model for automatic diagnosis of malaria parasites detection. Multim. Tools Appl. Golla Madhu, A. Govardhan, Vinayakumar Ravi, Sandeep Kautish, B. Sunil Srinivas, Tanupriya Chaudhury, Manoj Kumar
2022	J	`jnl`	Deep Learning Feature Fusion Approach for an Intrusion Detection System in SDN-Based IoT Networks. IEEE Internet Things Mag. Vinayakumar Ravi, Rajasekhar Chaganti, Mamoun Alazab
2022	J	`jnl`	Deep learning based cross architecture internet of things malware detection and classification. Comput. Secur. Rajasekhar Chaganti, Vinayakumar Ravi, Tuan D. Pham
2022	J	`jnl`	Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images. Multim. Syst. Vinayakumar Ravi, Harini Narasimhan, Chinmay Chakraborty, Tuan D. Pham
2022	J	`jnl`	EfficientNet convolutional neural networks-based Android malware detection. Comput. Secur. Pooja Yadav, Neeraj Menon, Vinayakumar Ravi, Sowmya Vishvanathan, Tuan D. Pham
2022	J	`jnl`	Explainable AI Framework for COVID-19 Prediction in Different Provinces of India. CoRR Mredulraj S. Pandianchery, Gopalakrishnan E. A, V. Sowmya, Vinayakumar Ravi, Soman K. P
2022	J	`jnl`	Hybrid optimization algorithm based feature selection for mammogram images and detecting the breast mass using multilayer perceptron classifier. Comput. Intell. Reenadevi Rajendran, Sathiyabhama Balasubramaniam, Vinayakumar Ravi, Sankar Sennan
2022	J	`jnl`	Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN. Multim. Tools Appl. Ganesh Kumar M, Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P, Chinmay Chakraborty
2022	J	`jnl`	Image-based malware representation approach with EfficientNet convolutional neural networks for effective malware classification. J. Inf. Secur. Appl. Rajasekhar Chaganti, Vinayakumar Ravi, Tuan D. Pham
2022	J	`jnl`	Improved K-Means Based Q Learning Algorithm for Optimal Clustering and Node Balancing in WSN. Wirel. Pers. Commun. Malathy Sathyamoorthy, Sangeetha Kuppusamy, Rajesh Kumar Dhanaraj, Vinayakumar Ravi
2022	J	`jnl`	Improving routing disruption attack detection in MANETs using efficient trust establishment. Trans. Emerg. Telecommun. Technol. K. Anish Pon Yamini, Jesmitha Stephy, K. Suthendran, Vinayakumar Ravi
2022	J	`jnl`	Intrusion detection systems using classical machine learning techniques vs integrated unsupervised feature learning and deep neural network. Internet Technol. Lett. Shisrut Rawat, Aishwarya Srinivasan, Vinayakumar Ravi, Uttam Ghosh
2022	J	`jnl`	LPCOCN: A Layered Paddy Crop Optimization-Based Capsule Network Approach for Anomaly Detection at IoT Edge. Inf. Narayanavadivoo Gopinathan Bhuvaneswari Amma, Velliangiri Sarveshwaran, Vinayakumar Ravi, Rajasekhar Chaganti
2022	J	`jnl`	Multi-objective optimization-based privacy in data mining. Clust. Comput. Hemanta Kumar Bhuyan, Vinayakumar Ravi, M. Srikanth Yadav
2022	J	`jnl`	Neighborhood rough set-based route selection for mobile ad hoc networks. Int. J. Commun. Syst. Tharuman Sudhakar, Sethuraman Sambath Kumar, Vinayakumar Ravi, Rajakumar Ramalingam, Sonu Dua
2022	J	`jnl`	Network traffic anomaly detection using PCA and BiGAN. Internet Technol. Lett. Rajlaxmi Patil, Rajshekhar Biradar, Vinayakumar Ravi, Poornima Biradar, Uttam Ghosh
2022	J	`jnl`	Odonata identification using Customized Convolutional Neural Networks. Expert Syst. Appl. Hari Theivaprakasham, S. Darshana, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
2022	J	`jnl`	Recurrent deep learning-based feature fusion ensemble meta-classifier approach for intelligent network intrusion detection system. Comput. Electr. Eng. Vinayakumar Ravi, Rajasekhar Chaganti, Mamoun Alazab
2022	J	`jnl`	The role of Blockchain in DDoS attacks mitigation: techniques, open challenges and future directions. CoRR Rajasekhar Chaganti, Bharat Bhushan, Vinayakumar Ravi
2021	J	`jnl`	A Review on Android Malware: Attacks, Countermeasures and Challenges Ahead. J. Cyber Secur. Mobil. Shymalagowri Selvaganapathy, G. Sudha Sadasivam, Vinayakumar Ravi
2021	J	`jnl`	A self-congruence and impulse buying effect on user's shopping behaviour over social networking sites: an empirical study. Int. J. Pervasive Comput. Commun. Shaifali Chauhan, Richa Banerjee, Chinmay Chakraborty, Mohit Mittal, Atul Shiva, Vinayakumar Ravi
2021	J	`jnl`	An intrusion detection system using optimized deep neural network architecture. Trans. Emerg. Telecommun. Technol. Mangayarkarasi Ramaiah, Vanmathi Chandrasekaran, Vinayakumar Ravi, Neeraj Kumar
2021	—	`conf`	EfficientNet-based Convolutional Neural Networks for Malware Classification. ICCCNT Vasundhara Acharya, Vinayakumar Ravi, Nazeeruddin Mohammad
2021	J	`jnl`	REERS: Reliable and energy-efficient route selection algorithm for heterogeneous Internet of things applications. Int. J. Commun. Syst. D. Salangai Nayagi, Sivasankari G. G, Vinayakumar Ravi, K. R. Venugopal, Sankar Sennan
2021	C	`conf`	Robust Malware Detection using Residual Attention Network. ICCE Shamika Ganesan, Vinayakumar Ravi, Moez Krichen, V. Sowmya, Roobaea Alroobaea, Soman K. P.
2021	J	`jnl`	Stegomalware: A Systematic Survey of MalwareHiding and Detection in Images, Machine LearningModels and Research Challenges. CoRR Rajasekhar Chaganti, Vinayakumar Ravi, Mamoun Alazab, Tuan D. Pham