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Author

Ly Vu

Observed name: Ly Thi Vu
ORCID: 0000-0001-6311-1056
Observed ORCID: 0000-0001-6311-1056
OpenAlex ID: A5048085986
Deep Transfer Learning for IoT Attack Detection
2020 · Ly Vu, Quang Uy Nguyen, et al. · IEEE Access · 129
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A Deep Learning Based Method for Handling Imbalanced Problem in Network Traffic Classification
2017 · Ly Vu, Cong Thanh Bui, et al. · International Symposium on Information and Communication Technology · 114
Deep Generative Learning Models for Cloud Intrusion Detection Systems
2022 · Ly Vu, Quang Uy Nguyen, et al. · IEEE Transactions on Cybernetics · 104
Learning Latent Representation for IoT Anomaly Detection
2020 · Ly Vu, Van Loi Cao, et al. · IEEE Transactions on Cybernetics · 96
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Time Series Analysis for Encrypted Traffic Classification: A Deep Learning Approach
2018 · Ly Vu, Hoang V. Thuy, et al. · International Symposium on Communications and Information Technologies · 51
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Learning Latent Distribution for Distinguishing Network Traffic in Intrusion Detection System
2019 · Ly Vu, Van Loi Cao, et al. · International Conference on Communications · 38
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Learning from imbalanced data for encrypted traffic identification problem
2016 · Ly Vu, Dong Van Tra, et al. · International Symposium on Information and Communication Technology · 30
Handling Imbalanced Data in Intrusion Detection Systems using Generative Adversarial Networks
2020 · Ly Vu, Quang Uy Nguyen · Research and Development on Information and Communication Technology · 12
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An Ensemble of Activation Functions in AutoEncoder Applied to IoT Anomaly Detection
2019 · Ly Vu, Quang Uy Nguyen · NAFOSTED Conference on Information and Computer Science (NICS) · 10
Unsupervised Anomaly Detection in Online Game
2015 · Trung Thanh Nguyen, Anh Tuan Nguyen, et al. · International Symposium on Information and Communication Technology · 8
DeepInsight-Convolutional Neural Network for Intrusion Detection Systems
2021 · Tuan Phong Tran, Van Cuong Nguyen, et al. · NAFOSTED Conference on Information and Computer Science (NICS) · 7
Improving Loss Function for a Deep Neural Network for Lesion Segmentation
2023 · Bao Anh Trinh, Thi Thuy An Trinh, et al. · International Symposium on Information and Communication Technology · 5
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A Novel Transfer Learning Model for Intrusion Detection Systems in IoT Networks
2022 · Ly Vu, Quang Uy Nguyen, et al. · Springer eBooks · 4
A Two-channel Model for Representation Learning in Vietnamese Sentiment Classification Problem
2020 · Quan Hoang Nguyen, Ly Vu, et al. · Journal of Computer Science and Cybernetics · 3
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Speed up Querying Encrypted Data on Outsourced Database
2017 · Kim Giau Ho, Ly Vu, et al. · International Conference on Machine Learning and Soft Computing (ICMLSC) · 3
A Robust Federated Learning System Against Data Poisoning Attacks in IoT Networks
2025 · Ly Vu, Tuan Phong Tran · Journal of Reliable Intelligent Environments · 2
A Data Sampling and Two-Stage Convolution Neural Network for IoT Devices Identification
2022 · Trong Binh Hoang, Ly Vu, et al. · RIVF International Conference on Computing and Communication Technologies (RIVF) · 2
Shrink AutoEncoder for Federated Learning-based IoT Anomaly Detection
2022 · Thai An Vu, Tuan Phong Tran, et al. · NAFOSTED Conference on Information and Computer Science (NICS) · 2
A new federated learning system with attention-aware aggregation method for intrusion detection systems
2025 · Ly Vu, Tuan Phong Tran, et al. · Elsevier eBooks · 1
MITIGATING POISONING ATTACKS TO FEDERATED LEARNING IN IOTs ANOMALY DETECTION WITH ATTENTION AGGREGATION
2024 · Ly Vu · Journal of Science and Technique · 1
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Personalized Federated Learning with Optimized Contrastive Learning for Intrusion Detection System
2024 · Quan Hong Ngo, Van T.B Pham, et al. · RIVF International Conference on Computing and Communication Technologies (RIVF) · 1
Improving Gastric Lesion Detection by using Specular Highlights Removal Algorithm and Deep Learning Approach
2023 · Trinh Thi Thuy An, Nguyen Tai Hieu, et al. · International Conference on Control, Automation and Information Sciences (ICCAIS) · 1
Improving Loss Function for Polyp Detection Problem
2023 · Anh Tuan Tran, Doan Sang Thai, et al. · Lecture notes in computer science · 1
Full weighting Hough Forests for object detection
2014 · Trung Dung Do, Ly Vu, et al. · IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) · 1
FedSAE-HS: Hybrid Anomaly Scoring for Semi-Supervised Federated Intrusion Detection
2025 · Linh Chu Thi, Van Thi Bich Pham, et al. · International Conference on Knowledge and Systems Engineering/Proceedings
Works count: 28
Citation count: 626
H-index: 9
I10-index: 9
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