Nghi Hoang Khoa

DIGFuPAS: Deceive IDS with GAN and function-preserving on adversarial samples in SDN-enabled networks

Phan The Duy, Le Khac Tien, Nghi Hoang Khoa et al. · Computers & Security · 2021 · 61 citations

Engineering, Machine Learning, Data Science +7

Investigating on the robustness of flow-based intrusion detection system against adversarial samples using Generative Adversarial Networks

Phan The Duy, Nghi Hoang Khoa, Do Thi Thu Hien et al. · Journal of Information Security and Applications · 2023 · 25 citations

Anomaly Detection, Machine Learning, Data Science +8

Vulnsense: efficient vulnerability detection in ethereum smart contracts by multimodal learning with graph neural network and language model

Phan The Duy, Nghi Hoang Khoa, Nguyen Huu Quyen et al. · International Journal of Information Security · 2024 · 22 citations

Forensic analysis of TikTok application to seek digital artifacts on Android smartphone

Nghi Hoang Khoa, Phan The Duy, Hien Do Hoang et al. · 2020 · 20 citations

Digital Artifacts, Mobile Security, Engineering +18

FedKD-IDS: A robust intrusion detection system using knowledge distillation-based semi-supervised federated learning and anti-poisoning attack mechanism

Nguyen Huu Quyen, Phan The Duy, Nghi Hoang Khoa et al. · Information Fusion · 2024 · 20 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +13