Quang Uy Nguyen

39 papers A 3B 5Journal 12Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Attention-guided bidirectional memory autoencoder for video anomaly detection.
Neurocomputing
Anh Le, Quang Uy Nguyen
2025 B conf
A Dual-Decoder Variational Auto-Encoder for Anomaly Detection.
WCNC
Phai Vu Dinh, Diep N. Nguyen, Dinh Thai Hoang, Quang Uy Nguyen, Son Pham Bao, Eryk Dutkiewicz
2025 J jnl
Multiple-Input Variational Auto-Encoder for Anomaly Detection in Heterogeneous Data.
CoRR
Phai Vu Dinh, Diep N. Nguyen, Dinh Thai Hoang, Quang Uy Nguyen, Eryk Dutkiewicz
2024 B conf
A Deep Learning Approach for Outlier Detection in Heterogeneous/Non-IID Data.
GLOBECOM
Phai Vu Dinh, Diep N. Nguyen, Dinh Thai Hoang, Quang Uy Nguyen, Trung Hieu Le, Son Pham Bao, Eryk Dutkiewicz
2024 J jnl
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems.
IEEE Internet Things J.
Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz
2024 — conf
Generating Synthesized Attacks for Intrusion Detection Using Generative Models with Important Features.
RIVF
Van Hoa Nguyen, Van Cuong Nguyen, Quang Uy Nguyen
2024 J jnl
Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems.
CoRR
Phai Vu Dinh, Diep N. Nguyen, Dinh Thai Hoang, Quang Uy Nguyen, Eryk Dutkiewicz, Son Pham Bao
2024 — conf
Novel Transformation Operators for Twin-Autoencoder Applied to Intrusion Detection.
RIVF
Ngoc Dung Pham, Thi Bao Tran Le, Quang Uy Nguyen
2024 J jnl
Twin Auto-Encoder Model for Learning Separable Representation in Cyberattack Detection.
CoRR
Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz
2023 — ch.
A Novel Transfer Learning Model for Intrusion Detection Systems in IoT Networks.
Emerging Trends in Cybersecurity Applications
Ly Vu, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Eryk Dutkiewicz
2023 J jnl
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems.
CoRR
Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz
2023 J jnl
Deep Generative Learning Models for Cloud Intrusion Detection Systems.
IEEE Trans. Cybern.
Ly Vu, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz
2022 — conf
A Data Sampling and Two-Stage Convolution Neural Network for IoT Devices Identification.
RIVF
Trong Binh Hoang, Ly Vu, Quang Uy Nguyen
2022 — conf
An integration of Pseudo Anomalies and Memory Augmented Autoencoder for Video Anomaly Detection.
SoICT
Anh Le, Quang Uy Nguyen, Ngoc Tran Nguyen, Hai-Hong Phan, Thi Huong Chu
2022 J jnl
Learning Latent Representation for IoT Anomaly Detection.
IEEE Trans. Cybern.
Ly Vu, Van Loi Cao, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz
2021 — conf
Network Anomaly Detection Using Genetic Programming with Semantic Approximation Techniques.
RIVF
Thi Huong Chu, Quang Uy Nguyen
2020 J jnl
Deep Transfer Learning for IoT Attack Detection.
IEEE Access
Ly Vu, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz
2020 J jnl
Semantic approximation for reducing code bloat in Genetic Programming.
Swarm Evol. Comput.
Quang Uy Nguyen, Thi Huong Chu
2019 — conf
A Clustering-based Shrink AutoEncoder for Detecting Anomalies in Intrusion Detection Systems.
KSE
Cong Thanh Bui, Van Loi Cao, Minh Hoang, Quang Uy Nguyen
2019 — conf
Learning Latent Distribution for Distinguishing Network Traffic in Intrusion Detection System.
ICC
Ly Vu, Van Loi Cao, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz
2018 J jnl
Semantic tournament selection for genetic programming based on statistical analysis of error vectors.
Inf. Sci.
Thi Huong Chu, Quang Uy Nguyen, Michael O'Neill
2018 — conf
Semantics Based Substituting Technique for Reducing Code Bloat in Genetic Programming.
SoICT
Thi Huong Chu, Quang Uy Nguyen, Van Loi Cao
2017 — conf
A Deep Learning Based Method for Handling Imbalanced Problem in Network Traffic Classification.
SoICT
Ly Vu, Cong Thanh Bui, Quang Uy Nguyen
2017 — conf
Sequential ensemble method for unsupervised anomaly detection.
KSE
Huy Van Nguyen, Trung Thanh Nguyen, Quang Uy Nguyen
2016 — conf
Learning from imbalanced data for encrypted traffic identification problem.
SoICT
Ly Vu, Dong Van Tra, Quang Uy Nguyen
2016 J jnl
Subtree semantic geometric crossover for genetic programming.
Genet. Program. Evolvable Mach.
Quang Uy Nguyen, Tuan Anh Pham, Xuan Hoai Nguyen, James McDermott
2016 A conf
Tournament Selection Based on Statistical Test in Genetic Programming.
PPSN
Thi Huong Chu, Quang Uy Nguyen, Michael O'Neill
2015 — conf
A new implementation to speed up Genetic Programming.
RIVF
Thi Huong Chu, Quang Uy Nguyen
2015 B conf
Transfer learning in Genetic Programming.
CEC
Thi Thu Huong Dinh, Thi Huong Chu, Quang Uy Nguyen
2015 — conf
Unsupervised Anomaly Detection in Online Game.
SoICT
Trung Thanh Nguyen, Anh Tuan Nguyen, Tuan Anh Ha Nguyen, Ly Thi Vu, Quang Uy Nguyen, Long Dao Hai
2014 — conf
Generating artificial attack data for intrusion detection using machine learning.
SoICT
Truong Son Pham, Quang Uy Nguyen, Xuan Hoai Nguyen
2014 — conf
Malware detection using genetic programming.
CISDA
Thi Anh Le, Thi Huong Chu, Quang Uy Nguyen, Xuan Hoai Nguyen
2013 B conf
Examining the Diversity Property of Semantic Similarity Based Crossover.
EuroGP
Pham Tuan Anh, Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill
2013 — conf
Guiding function set selection in genetic programming based on fitness landscape analysis.
GECCO (Companion)
Quang Uy Nguyen, Truong Cong Doan, Xuan Hoai Nguyen, Michael O'Neill
2013 — conf
Phishing Attacks Detection Using Genetic Programming.
KSE (2)
Pham Tuan Anh, Quang Uy Nguyen, Xuan Hoai Nguyen
2012 B conf
An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics.
EuroGP
Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill, Alexandros Agapitos
2012 — conf
Where Should We Stop? An Investigation on Early Stopping for GP Learning.
SEAL
Nguyen Thi Hien, Xuan Hoai Nguyen, Bob McKay, Quang Uy Nguyen
2011 A conf
Examining the landscape of semantic similarity based mutation.
GECCO
Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill
2007 A conf
PSO with randomized low-discrepancy sequences.
GECCO
Xuan Hoai Nguyen, Quang Uy Nguyen, Robert I. McKay