| 2021 | CISIS | Alexnet-Adaboost-ABC Based Hybrid Neural Network for Electricity Theft Detection in Smart Grids. | Muhammad Asif, Ashraf Ullah, Shoaib Munawar, Benish Kabir, Pamir, Adil Khan, Nadeem Javaid |
| 2021 | CISIS | Detection of Non-Technical Losses Using MLP-GRU Based Neural Network to Secure Smart Grids. | Benish Kabir, Pamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Nadeem Javaid |
| 2021 | CISIS | Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model. | Shoaib Munawar, Muhammad Asif, Beenish Kabir, Pamir, Ashraf Ullah, Nadeem Javaid |
| 2021 | CISIS | Synthetic Theft Attacks Implementation for Data Balancing and a Gated Recurrent Unit Based Electricity Theft Detection in Smart Grids. | Pamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Benish Kabir, Nadeem Javaid |
| 2020 | AINA | Electricity Price Forecasting Based on Enhanced Convolutional Neural Network in Smart Grid. | Nazia Daood, Zahoor Ali Khan, Ashraf Ullah, Muhammad Jaffar Khan, Muhammad Adil, Nadeem Javaid |
| 2020 | IWCMC | CNN and GRU based Deep Neural Network for Electricity Theft Detection to Secure Smart Grid. | Ashraf Ullah, Nadeem Javaid, Omaji Samuel, Muhammad Imran, Muhammad Shoaib |
| 2019 | CISIS | A Comparative Analysis of Neural Networks and Enhancement of ELM for Short Term Load Forecasting. | Rahim Ullah, Nadeem Javaid, Ghulam Hafeez, Salim Ullah, Fahad Ahmad, Ashraf Ullah |