Article

Nguyen, VQ, Ngo, LT, Nguyen, LM, Nguyen, VH and Shone, N (2024) Deep clustering hierarchical latent representation for anomaly-based cyber-attack detection. Knowledge-Based Systems, 301. pp. 1-20. ISSN 0950-7051

Nguyen, MT, Nguyen, VH and Shone, N (2023) Using deep graph learning to improve dynamic analysis-based malware detection in PE Files. Journal of Computer Virology and Hacking Techniques.

Conference or Workshop Item

Nguyen, VQ, Ngo, TL, Nguyen, LM, Nguyen, VH and Shone, N (2024) Deep Nested Clustering Auto-Encoder for Anomaly-Based Network Intrusion Detection. In: 2023 RIVF International Conference on Computing and Communication Technologies (RIVF) . pp. 289-294. (2023 RIVF IEEE International Conference on Computing and Communication Technologies, 23-25th December 2023, Hanoi, Vietnam).

Quan, NV, Nguyen, VH, Cao, VL, Le-Khac, N-A and Shone, N (2022) A Robust PCA Feature Selection to Assist Deep Clustering Autoencoder-Based Network Anomaly Detection. In: 20218th NAFOSTED Conference on Information and Computer Science (NICS) . (2021 8th NAFOSTED Conference on Information and Computer Science (NICS) (NICS’21), 21 December 2021 - 22 December 2021, Hanoi, Vietnam).