Muhammad Shafiq

Deep Residual Learning for Image Recognition: A Survey

Muhammad Shafiq, Zhaoquan Gu · Applied Sciences · 2022 · 836 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Image Analysis +15

CorrAUC: A Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine-Learning Techniques

Muhammad Shafiq, Zhihong Tian, Ali Kashif Bashir et al. · IEEE Internet of Things Journal · 2020 · 516 citations

Engineering, Machine Learning, Iot Security +16

Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city

Muhammad Shafiq, Zhihong Tian, Yanbin Sun et al. · Future Generation Computer Systems · 2020 · 377 citations

Iot Data Analytics, Engineering, Data Science +9

IoT malicious traffic identification using wrapper-based feature selection mechanisms

Muhammad Shafiq, Zhihong Tian, Ali Kashif Bashir et al. · Computers & Security · 2020 · 261 citations · Full text

Iot Forensics, Engineering, Pattern Recognition +8

Data mining and machine learning methods for sustainable smart cities traffic classification: A survey

Muhammad Shafiq, Zhihong Tian, Ali Kashif Bashir et al. · Sustainable Cities and Society · 2020 · 221 citations

Data Classification, Intelligent Traffic Management, Engineering +15