Rhongho Jang

DL-FHMC: Deep Learning-Based Fine-Grained Hierarchical Learning Approach for Robust Malware Classification

Ahmed Abusnaina, Mohammed Abuhamad, Hisham Alasmary et al. · IEEE Transactions on Dependable and Secure Computing · 2021 · 55 citations

Hardware Security, Engineering, Machine Learning +13

DFD: Adversarial Learning-based Approach to Defend Against Website Fingerprinting

Ahmed Abusnaina, Rhongho Jang, Aminollah Khormali et al. · 2020 · 47 citations

Engineering, Machine Learning, Encrypted Traffic +19

Soteria: Detecting Adversarial Examples in Control Flow Graph-based Malware Classifiers

Hisham Alasmary, Ahmed Abusnaina, Rhongho Jang et al. · 2020 · 41 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Investigating the Effect of Traffic Sampling on Machine Learning-Based Network Intrusion Detection Approaches

Jumabek Alikhanov, Rhongho Jang, Mohammed Abuhamad et al. · IEEE Access · 2021 · 28 citations · Full text

Network Flows, Engineering, Machine Learning +14

RFlow⁺: An SDN-based WLAN monitoring and management framework

Rhongho Jang, DongGyu Cho, Youngtae Noh et al. · 2017 · 26 citations

Network Monitoring, Wireless Communications, High Accuracy +14