Muhammad Usama

Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems

Muhammad Usama, Muhammad Asim, Siddique Latif et al. · 2019 · 182 citations

Engineering, Machine Learning, Evasion Technique +17

WaveFormer: Spectral–Spatial Wavelet Transformer for Hyperspectral Image Classification

Muhammad Ahmad, Usman Ghous, Muhammad Usama et al. · IEEE Geoscience and Remote Sensing Letters · 2024 · 74 citations

Engineering, Machine Learning, Average Pooling +18

Black-box Adversarial Machine Learning Attack on Network Traffic Classification

Muhammad Usama, Adnan Qayyum, Junaid Qadir et al. · 2019 · 44 citations

Internet Traffic Analysis, Engineering, Machine Learning +13

Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges

Muhammad Usama, Junaid Qadir, Aunn Raza et al. · IEEE Access · 2019 · 39 citations · Full text

Artificial Intelligence, Internet Traffic Analysis, Engineering +18

Working Capital Management and its Affect on firm’s Profitability and Liquidity : in other Food Sector of ( KSE ) Karachi Stock Exchange

Muhammad Usama · Oman Chapter of Arabian Journal of Business and Management Review · 2012 · 33 citations

Net Operating Profitability, Firm Performance, Financial Management +15