Alexnet-Adaboost-ABC Based Hybrid Neural Network for Electricity Theft Detection in Smart Grids. - Muhammad Asif 018; Ashraf Ullah; Shoaib Munawar; Benish Kabir; Pamir; Adil Khan 001; Nadeem Javaid (CISIS, 2021)

Detection of Non-Technical Losses Using MLP-GRU Based Neural Network to Secure Smart Grids. - Benish Kabir; Pamir; Ashraf Ullah; Shoaib Munawar; Muhammad Asif 018; Nadeem Javaid (CISIS, 2021)

Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model. - Shoaib Munawar; Muhammad Asif 018; Beenish Kabir; Pamir; Ashraf Ullah; Nadeem Javaid (CISIS, 2021)

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 018; Benish Kabir; Nadeem Javaid (CISIS, 2021)

Towards Energy Efficient Smart Grids: Data Augmentation Through BiWGAN, Feature Extraction and Classification Using Hybrid 2DCNN and BiLSTM. - Muhammad Asif 018; Benish Kabir; Pamir; Ashraf Ullah; Shoaib Munawar; Nadeem Javaid (IMIS, 2021)

Electricity Theft Detection in Smart Grids Using a Hybrid BiGRU-BiLSTM Model with Feature Engineering-Based Preprocessing. - Shoaib Munawar; Nadeem Javaid; Zeshan Aslam Khan; Naveed Ishtiaq Chaudhary; Muhammad Asif Zahoor Raja; Ahmad H. Milyani; Abdullah Ahmed Azhari (Sensors, 2022)

Multilevel Inverters Design, Topologies, and Applications: Research Issues, Current, and Future Directions. - Shoaib Munawar; Muhammad Sajid Iqbal; Muhammad Adnan 005; Muhammad Ali Akbar; Amine Bermak (IEEE Access, 2024)