Drake Cullen

Feature Engineering and Machine Learning Model Comparison for Malicious Activity Detection in the DNS-Over-HTTPS Protocol

Matthew Behnke, Nathan Briner, Drake Cullen et al. · IEEE Access · 2021 · 48 citations · Full text

Malicious Activity Detection, Internet Traffic Analysis, Engineering +21

Detection and Characterization of DDoS Attacks Using Time-Based Features

James Halladay, Drake Cullen, Nathan Briner et al. · IEEE Access · 2022 · 43 citations · Full text

Evaluation of Synthetic Data Generation Techniques in the Domain of Anonymous Traffic Classification

Drake Cullen, James Halladay, Nathan Briner et al. · IEEE Access · 2022 · 13 citations · Full text

Tabular-to-Image Transformations for the Classification of Anonymous Network Traffic Using Deep Residual Networks

Nathan Briner, Drake Cullen, James Halladay et al. · IEEE Access · 2023 · 11 citations · Full text