Deep learning approach for intelligent intrusion detection system R Vinayakumar, M Alazab, KP Soman, P Poornachandran, A Al-Nemrat, ... Ieee Access 7, 41525-41550, 2019 | 1207 | 2019 |
Blockchain for Industry 4.0: A Comprehensive Review U Bodkhe, S Tanwar, K Parekh, P Khanpara, S Tyagi, N Kumar, M Alazab IEEE Access, 2020 | 565 | 2020 |
Robust intelligent malware detection using deep learning R Vinayakumar, M Alazab, KP Soman, P Poornachandran, ... IEEE Access 7, 46717-46738, 2019 | 403 | 2019 |
Deep learning and medical image processing for coronavirus (COVID-19) pandemic: A survey S Bhattacharya, PKR Maddikunta, QV Pham, TR Gadekallu, ... Sustainable cities and society 65, 102589, 2021 | 384 | 2021 |
IMCFN: Image-based malware classification using fine-tuned convolutional neural network architecture D Vasan, M Alazab, S Wassan, H Naeem, B Safaei, Q Zheng Computer Networks 171, 107138, 2020 | 354 | 2020 |
An analysis of the nature of groups engaged in cyber crime R Broadhurst, P Grabosky, M Alazab, B Bouhours, S Chon An analysis of the nature of groups engaged in cyber crime, International …, 2014 | 339 | 2014 |
Unmanned aerial vehicles in smart agriculture: Applications, requirements, and challenges PKR Maddikunta, S Hakak, M Alazab, S Bhattacharya, TR Gadekallu, ... IEEE Sensors Journal 21 (16), 17608-17619, 2021 | 329 | 2021 |
An Effective Feature Engineering for DNN using Hybrid PCA-GWO for Intrusion Detection in IoMT Architecture CL Chowdhary, S Priya RM, PK Reddy M, P Boobalan, S Koppu, ... Computer Communications, 2020 | 306 | 2020 |
A novel PCA-firefly based XGBoost classification model for intrusion detection in networks using GPU S Bhattacharya, PKR Maddikunta, R Kaluri, S Singh, TR Gadekallu, ... Electronics 9 (2), 219, 2020 | 287 | 2020 |
An ensemble machine learning approach through effective feature extraction to classify fake news S Hakak, M Alazab, S Khan, TR Gadekallu, PKR Maddikunta, WZ Khan Future Generation Computer Systems 117, 47-58, 2021 | 272 | 2021 |
Early detection of diabetic retinopathy using PCA-firefly based deep learning model TR Gadekallu, N Khare, S Bhattacharya, S Singh, PKR Maddikunta, IH Ra, ... Electronics 9 (2), 274, 2020 | 272 | 2020 |
Image-Based malware classification using ensemble of CNN architectures (IMCEC) D Vasan, M Alazab, S Wassan, B Safaei, Q Zheng Computers & Security 92, 101748, 2020 | 270 | 2020 |
Zero-day Malware Detection based on Supervised Learning Algorithms of API call Signatures. M Alazab, S Venkatraman, PA Watters, M Alazab AusDM 11, 171-182, 2011 | 270 | 2011 |
A Novel PCA-Whale Optimization based Deep Neural Network model for Classification of Tomato Plant Diseases using GPU T Reddy G, DS Rajput, PK Reddy M, K Lakshmanna, S Bhattacharya, ... Journal of Real-Time Image Processing, 2020 | 249* | 2020 |
Artificial intelligence for detection, estimation, and compensation of malicious attacks in nonlinear cyber-physical systems and industrial IoT F Farivar, MS Haghighi, A Jolfaei, M Alazab IEEE transactions on industrial informatics 16 (4), 2716-2725, 2019 | 248 | 2019 |
A visualized botnet detection system based deep learning for the internet of things networks of smart cities R Vinayakumar, M Alazab, S Srinivasan, QV Pham, SK Padannayil, ... IEEE Transactions on Industry Applications 56 (4), 4436-4456, 2020 | 241 | 2020 |
Deep learning-based traffic safety solution for a mixture of autonomous and manual vehicles in a 5G-enabled intelligent transportation system K Yu, L Lin, M Alazab, L Tan, B Gu IEEE transactions on intelligent transportation systems 22 (7), 4337-4347, 2020 | 225 | 2020 |
Whale optimization algorithm with applications to resource allocation in wireless networks QV Pham, S Mirjalili, N Kumar, M Alazab, WJ Hwang IEEE Transactions on Vehicular Technology 69 (4), 4285-4297, 2020 | 225 | 2020 |
Spam and crime R Broadhurst, M Alazab Regulatory Theory, 517, 2017 | 219* | 2017 |
Towards understanding malware behaviour by the extraction of API calls M Alazab, S Venkataraman, P Watters 2010 second cybercrime and trustworthy computing workshop, 52-59, 2010 | 213 | 2010 |