| Electricity theft detection in smart grids using a hybrid BiGRU–BiLSTM model with feature engineering-based preprocessing S Munawar, N Javaid, ZA Khan, NI Chaudhary, MAZ Raja, AH Milyani, ... Sensors 22 (20), 7818, 2022 | 21 | 2022 |
| Electricity theft detection in smart meters using a hybrid Bi-directional GRU Bi-directional LSTM model S Munawar, M Asif, B Kabir, Pamir, A Ullah, N Javaid Complex, Intelligent and Software Intensive Systems: Proceedings of the 15th …, 2021 | 14 | 2021 |
| Detection of non-technical losses using MLP-GRU based neural network to secure smart grids B Kabir, Pamir, A Ullah, S Munawar, M Asif, N Javaid Complex, Intelligent and Software Intensive Systems: Proceedings of the 15th …, 2021 | 14 | 2021 |
| Synthetic theft attacks implementation for data balancing and a gated recurrent unit based electricity theft detection in smart grids Pamir, A Ullah, S Munawar, M Asif, B Kabir, N Javaid Complex, Intelligent and Software Intensive Systems: Proceedings of the 15th …, 2021 | 11 | 2021 |
| Alexnet-AdaBoost-ABC based hybrid neural network for electricity theft detection in smart grids M Asif, A Ullah, S Munawar, B Kabir, Pamir, A Khan, N Javaid Complex, Intelligent and Software Intensive Systems: Proceedings of the 15th …, 2021 | 8 | 2021 |
| Multilevel inverters design, topologies, and applications: research issues, current, and future directions S Munawar, MS Iqbal, M Adnan, MA Akbar, A Bermak IEEE Access, 2024 | 7 | 2024 |
| Novel FDIs-based data manipulation and its detection in smart meters’ electricity theft scenarios S Munawar, ZA Khan, NI Chaudhary, N Javaid, MAZ Raja, AH Milyani, ... Frontiers in Energy Research 10, 1043593, 2022 | 7 | 2022 |
| Towards energy efficient smart grids: Data augmentation through BiWGAN, feature extraction and classification using hybrid 2DCNN and BiLSTM M Asif, B Kabir, Pamir, A Ullah, S Munawar, N Javaid Innovative Mobile and Internet Services in Ubiquitous Computing: Proceedings …, 2022 | 6 | 2022 |
| A Critical Review of Technical Case Studies for Electricity Theft Detection in Smart Grids: A New Paradigm Based Transformative Approach S Munawar, MS Iqbal, M Adnan, MA Akbar, A Bermak Authorea Preprints, 2024 | 1 | 2024 |
| Machine intelligence aware electricity theft detection for smart metering applications S Munawar, ZA Khan, NI Chaudhary, N Javaid, MAZ Raja Waves in Random and Complex Media, 1-21, 2023 | 1 | 2023 |
| A hybrid deep learning approach for detecting non technical losses in smart grids M Asif, B Kabir, A Ullah Researchgate Net, 2021 | 1 | 2021 |