Shoaib Munawar

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 6

Top Topics

False Positives

Feature Extraction And Classification

Detection Accuracy

Top Venues

Publications

Shoaib Munawar, Nadeem Javaid, Zeshan Aslam Khan, Naveed Ishtiaq Chaudhary, Muhammad Asif Zahoor Raja, Ahmad H. Milyani, Abdullah Ahmed Azhari
Electricity Theft Detection in Smart Grids Using a Hybrid BiGRU-BiLSTM Model with Feature Engineering-Based Preprocessing. Sensors 22 (20) (2022)
Muhammad Asif, Ashraf Ullah, Shoaib Munawar, Benish Kabir, Pamir, Adil Khan, Nadeem Javaid
Alexnet-Adaboost-ABC Based Hybrid Neural Network for Electricity Theft Detection in Smart Grids. CISIS (2021)
Benish Kabir, Pamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Nadeem Javaid
Detection of Non-Technical Losses Using MLP-GRU Based Neural Network to Secure Smart Grids. CISIS (2021)
Shoaib Munawar, Muhammad Asif, Beenish Kabir, Pamir, Ashraf Ullah, Nadeem Javaid
Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model. CISIS (2021)
Muhammad Asif, Benish Kabir, Pamir, Ashraf Ullah, Shoaib Munawar, Nadeem Javaid
Towards Energy Efficient Smart Grids: Data Augmentation Through BiWGAN, Feature Extraction and Classification Using Hybrid 2DCNN and BiLSTM. IMIS (2021)
Pamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Benish Kabir, Nadeem Javaid
Synthetic Theft Attacks Implementation for Data Balancing and a Gated Recurrent Unit Based Electricity Theft Detection in Smart Grids. CISIS (2021)