4 papers
Multi-View Fusion for Encrypted C2 Detection: A Leakage-Controlled Measurement Study of Evaluation Pitfalls
Hoang-Huy Nguyen-Huu, Van-Tri Phan, Khuong Nguyen-An
Command-and-control (C2) traffic increasingly hides within TLS, so defenders now apply machine learning to traffic metadata. Many studies assume that combining two metadata views,…
Design and Evaluation of a Controlled Post-Alert Incident Orchestration and Response Subsystem Using a Rule Engine and a Local Large Language Model
Hoang-Lam Huynh, Quoc-Cuong Tang, Van-Tri Phan +1
This paper presents a controlled post-alert incident orchestration and response subsystem for educational information systems. The architecture separates deterministic classificati…
Passive Hybrid Network-Based Intrusion Detection System (Hybrid-NIDS) Combining Suricata and Random Forest
Quoc-Cuong Tang, Hoang-Lam Huynh, Van-Tri Phan +1
This paper evaluates a passive Hybrid Network-based Intrusion Detection System (Hybrid-NIDS) prototype that combines Suricata with Random Forest flow classification and centralized…
Post-Quantum Secure Decentralized Random Number Generation Protocol with Two Rounds of Communication in the Standard Model
Pham Nhat Minh, Khuong Nguyen-An
Randomness plays a vital role in numerous applications, including simulation, cryptography, distributed systems, and gaming. Consequently, extensive research has been conducted to…