Nathan Shone

A Deep Learning Approach to Network Intrusion Detection

Nathan Shone, Trần Nguyên Ngọc, Phai Vu Dinh et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 2018 · 1.6K citations · Full text

Using Deep Learning Model for Network Scanning Detection

Viet Hung Nguyen, Van Quân Nguyen, Linh Le Thi Trang et al. · 2018 · 43 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +23

Time-Pattern Profiling from Smart Meter Data to Detect Outliers in Energy Consumption

William Hurst, Casimiro Curbelo Montañez, Nathan Shone · IoT · 2020 · 27 citations · Full text

Environmental Monitoring, Engineering, Measurement +21

Digital Memories Based Mobile User Authentication for IoT

Nathan Shone, Chelsea Dobbins, William Hurst et al. · 2015 · 22 citations · Full text

Lightweight Authentication Mechanism, Engineering, Authentication Protocol +15

Using deep graph learning to improve dynamic analysis-based malware detection in PE files

Minh Tu Nguyen, Viet Hung Nguyen, Nathan Shone · Journal of Computer Virology and Hacking Techniques · 2023 · 22 citations

Engineering, Computer Science, Graph Neural Network +3