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)

Comparative Study of Data Driven Approaches Towards Efficient Electricity Theft Detection in Micro Grids. - Faisal Shehzad; Muhammad Asif 018; Zeeshan Aslam; Shahzaib Anwar; Hamza Rashid; Muhammad Ilyas; Nadeem Javaid (IMIS, 2021)

Electricity Consumption Forecasting Using Gated-FCN With Ensemble Strategy. - Aqdas Naz; Nadeem Javaid; Muhammad Asif 018; Muhammad Umar Javed; Abrar Ahmed; Sardar Muhammad Gulfam; Muhammad Shafiq 002; Jin-Ghoo Choi (IEEE Access, 2021)

Data Augmentation Using BiWGAN, Feature Extraction and Classification by Hybrid 2DCNN and BiLSTM to Detect Non-Technical Losses in Smart Grids. - Muhammad Asif 018; Orooj Nazeer; Nadeem Javaid; Eman H. Alkhammash; Myriam Hadjouni (IEEE Access, 2022)

AlexNet, AdaBoost and Artificial Bee Colony Based Hybrid Model for Electricity Theft Detection in Smart Grids. - Ashraf Ullah; Nadeem Javaid; Muhammad Asif 018; Muhammad Umar Javed; Adamu Sani Yahaya (IEEE Access, 2022)