Kok-Seng Wong

75 papers A* 6B 2C 2Journal 50Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and Heterogeneity.
IEEE Trans. Neural Networks Learn. Syst.
Kok-Seng Wong, Manh Nguyen-Duc, Khiem Le, Long Ho, Cuong Do, Danh Le Phuoc
2026 A* conf
Clean-Label Physical Backdoor Attacks with Data Distillation.
AAAI
Thinh Dao, Khoa D. Doan, Kok-Seng Wong
2026 J jnl
Prototypical Exemplar Condensation for Memory-efficient Online Continual Learning.
CoRR
Minh-Duong Nguyen, Thien-Thanh Dao, Le-Tuan Nguyen, Dung D. Le, Kok-Seng Wong
2026 J jnl
SC-GIR: Goal-Oriented Semantic Communication via Invariant Representation Learning for Image Transmission.
IEEE Trans. Mob. Comput.
Senura Hansaja Wanasekara, Van-Dinh Nguyen, Kok-Seng Wong, Minh-Duong Nguyen, Symeon Chatzinotas, Octavia A. Dobre
2025 J jnl
BackFed: An Efficient & Standardized Benchmark Suite for Backdoor Attacks in Federated Learning.
CoRR
Thinh Dao, Dung Thuy Nguyen, Khoa D. Doan, Kok-Seng Wong
2025 J jnl
FLAT: Latent-Driven Arbitrary-Target Backdoor Attacks in Federated Learning.
CoRR
Tuan Nguyen, Khoa D. Doan, Kok-Seng Wong
2025 J jnl
HFedATM: Hierarchical Federated Domain Generalization via Optimal Transport and Regularized Mean Aggregation.
CoRR
Thinh Nguyen, Trung Phan, Binh T. Nguyen, Khoa D. Doan, Kok-Seng Wong
2025 J jnl
SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning.
CoRR
Dung T. Tran, Nguyen B. Ha, Van-Dinh Nguyen, Kok-Seng Wong
2025 J jnl
Towards good practice for convolution and attention with PANs in federated medical image classification.
J. Supercomput.
Nursultan Makhanov, Nhan Duc Ho, Kok-Seng Wong, Nguyen Anh Tu
2025 A* conf
Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks.
ICLR
Nguyen Hung-Quang, Ngoc-Hieu Nguyen, The-Anh Ta, Thanh Nguyen-Tang, Kok-Seng Wong, Hoang Thanh-Tung, Khoa D. Doan
2025 J jnl
pFedDSH: Enabling Knowledge Transfer in Personalized Federated Learning through Data-free Sub-Hypernetwork.
CoRR
Thinh Nguyen, Le Huy Khiem, Van-Tuan Tran, Khoa D. Doan, Nitesh V. Chawla, Kok-Seng Wong
2024 J jnl
Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions.
Eng. Appl. Artif. Intell.
Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong
2024 J jnl
Benchmarking Federated Few-Shot Learning for Video-Based Action Recognition.
IEEE Access
Nguyen Anh Tu, Nartay Aikyn, Nursultan Makhanov, Assanali Abu, Kok-Seng Wong, Min-Ho Lee
2024 A* conf
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization.
CVPR
Khiem Le, Long Ho, Cuong Do, Danh Le Phuoc, Kok-Seng Wong
2024 J jnl
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization.
CoRR
Khiem Le, Long Ho, Cuong Do, Danh Le Phuoc, Kok-Seng Wong
2024 J jnl
Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective.
CoRR
Khiem Le, Tri Nhan Luong Ha, Manh Nguyen-Duc, Danh Le Phuoc, Cuong Do, Kok-Seng Wong
2024 J jnl
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource-Constrained Devices Using Divide and Collaborative Training.
IEEE Trans. Netw. Serv. Manag.
Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do
2024 — conf
FedFSLAR: A Federated Learning Framework for Few-shot Action Recognition.
WACV (Workshops)
Nguyen Anh Tu, Assanali Abu, Nartay Aikyn, Nursultan Makhanov, Min-Ho Lee, Khiem Le-Huy, Kok-Seng Wong
2024 — conf
Fooling the Textual Fooler via Randomizing Latent Representations.
ACL (Findings)
Duy C. Hoang, Nguyen Hung-Quang, Saurav Manchanda, Minlong Peng, Kok-Seng Wong, Khoa D. Doan
2024 — conf
HPE-Li: WiFi-Enabled Lightweight Dual Selective Kernel Convolution for Human Pose Estimation.
ECCV (31)
Toan D. Gian, Tien Dac Lai, Thien Van Luong, Kok-Seng Wong, Van-Dinh Nguyen
2024 J jnl
Non-Cooperative Backdoor Attacks in Federated Learning: A New Threat Landscape.
CoRR
Tuan Nguyen, Dung Thuy Nguyen, Khoa D. Doan, Kok-Seng Wong
2024 J jnl
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator.
CoRR
Thinh Nguyen, Khoa D. Doan, Binh T. Nguyen, Danh Le Phuoc, Kok-Seng Wong
2024 J jnl
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning.
IEEE Trans. Emerg. Top. Comput.
Van-Tuan Tran, Huy Hieu Pham, Kok-Seng Wong
2024 J jnl
Towards Clean-Label Backdoor Attacks in the Physical World.
CoRR
Thinh Dao, Cuong Chi Le, Khoa D. Doan, Kok-Seng Wong
2024 J jnl
Towards Efficient Communication Federated Recommendation System via Low-rank Training.
CoRR
Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen, Vu Tien Hoang, Dung D. Le, Kok-Seng Wong
2024 A* conf
Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training.
WWW
Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen, Vu Tien Hoang, Dung D. Le, Kok-Seng Wong
2024 A* conf
Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks.
ICLR
Nguyen Hung-Quang, Yingjie Lao, Tung Pham, Kok-Seng Wong, Khoa D. Doan
2024 J jnl
Venomancer: Towards Imperceptible and Target-on-Demand Backdoor Attacks in Federated Learning.
CoRR
Son Nguyen, Thinh Nguyen, Khoa D. Doan, Kok-Seng Wong
2024 J jnl
Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks.
CoRR
Quang H. Nguyen, Ngoc-Hieu Nguyen, The-Anh Ta, Thanh Nguyen-Tang, Kok-Seng Wong, Hoang Thanh-Tung, Khoa D. Doan
2023 J jnl
An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and Heterogeneity.
CoRR
Kok-Seng Wong, Manh Nguyen-Duc, Khiem Le-Huy, Long Ho-Tuan, Cuong Do-Danh, Danh Le Phuoc
2023 J jnl
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions.
CoRR
Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong
2023 C conf
Empirical Study of Federated Unlearning: Efficiency and Effectiveness.
ACML
Thai-Hung Nguyen, Hong-Phuc Vu, Thuy Dung Nguyen, Tuan Minh Nguyen, Khoa D. Doan, Kok-Seng Wong
2023 B conf
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection.
IJCNN
Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
2023 J jnl
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection.
CoRR
Thuy Dung Nguyen, Anh Duy Nguyen, Kok-Seng Wong, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen
2023 J jnl
Fooling the Textual Fooler via Randomizing Latent Representations.
CoRR
Duy C. Hoang, Quang H. Nguyen, Saurav Manchanda, Minlong Peng, Kok-Seng Wong, Khoa D. Doan
2023 A* conf
IBA: Towards Irreversible Backdoor Attacks in Federated Learning.
NeurIPS
Thuy Dung Nguyen, Tuan Nguyen, Anh Tran, Khoa D. Doan, Kok-Seng Wong
2023 J jnl
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning.
CoRR
Van Tuan Tran, Huy Hieu Pham, Kok-Seng Wong
2023 J jnl
Synthesizing Physical Backdoor Datasets: An Automated Framework Leveraging Deep Generative Models.
CoRR
Sze Jue Yang, Chinh D. La, Quang H. Nguyen, Eugene Bagdasaryan, Kok-Seng Wong, Anh Tuan Tran, Chee Seng Chan, Khoa D. Doan
2023 J jnl
Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks.
CoRR
Quang H. Nguyen, Yingjie Lao, Tung Pham, Kok-Seng Wong, Khoa D. Doan
2022 — conf
A Survey on Deep Learning Advances and Emerging Issues in Pneumonia and COVID19 Prediction.
BigComp
Nursultan Makhanov, Nguyen Anh Tu, Kok-Seng Wong
2022 J jnl
Benchmarking full version of GureKDDCup, UNSW-NB15, and CIDDS-001 NIDS datasets using rolling-origin resampling.
Inf. Secur. J. A Glob. Perspect.
Yee Jian Chew, Nicholas Lee, Shih Yin Ooi, Kok-Seng Wong, Ying-Han Pang
2022 — conf
Emerging Privacy and Trust Issues for Autonomous Vehicle Systems.
ICOIN
Thai-Hung Nguyen, Truong Giang Vu, Huong-Lan Tran, Kok-Seng Wong
2022 J jnl
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Co-Training.
CoRR
Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do
2022 B conf
Few-Shot Learning based on Residual Neural Networks for X-ray Image Classification.
SMC
Rakhat Abdrakhmanov, Dmitriy Viderman, Kok-Seng Wong, Minho Lee
2022 J jnl
Toward Efficient Hierarchical Federated Learning Design Over Multi-Hop Wireless Communications Networks.
IEEE Access
Tu Viet Nguyen, Nhan Duc Ho, Hieu Thien Hoang, Cuong Do-Danh, Kok-Seng Wong
2021 J jnl
Efficient Two-Party Integer Comparison With Block Vectorization Mechanism.
IEEE Access
Thai-Hung Nguyen, Kok-Seng Wong, Thomas Oikonomou
2021 J jnl
Toward efficient and intelligent video analytics with visual privacy protection for large-scale surveillance.
J. Supercomput.
Nguyen Anh Tu, Thien Huynh-The, Kok-Seng Wong, M. Fatih Demirci, Young-Koo Lee
2021 J jnl
Toward forecasting future day air pollutant index in Malaysia.
J. Supercomput.
Kok-Seng Wong, Yee Jian Chew, Shih Yin Ooi, Ying-Han Pang
2020 — conf
A Privacy-Preserving Framework for Surveillance Systems.
ICCNS
Kok-Seng Wong, Nguyen Anh Tu, Anuar Maratkhan, M. Fatih Demirci
2020 — conf
Distributed Feature Extraction on Apache Spark for Human Action Recognition.
IMCOM
Nguyen Anh Tu, Thien Huynh-The, Kok-Seng Wong, Dinh-Mao Bui, Young-Koo Lee
2020 — conf
Enhancing the Adaptiveness of Gaussian Process Regression based on Power Spectral Density.
IMCOM
Dinh-Mao Bui, Nguyen Anh Tu, Kok-Seng Wong
2019 — conf
A Privacy-Preserving Coalition Loyalty Program.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Kok-Seng Wong, Myung Ho Kim
2019 — conf
Privacy Preserving of IP Address through Truncation Method in Network-based Intrusion Detection System.
ICSCA
Yee Jian Chew, Shih Yin Ooi, Kok-Seng Wong, Ying-Han Pang
2019 J jnl
Virtual machine placement with (m, n)-fault tolerance in cloud data center.
Clust. Comput.
Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Myung Ho Kim, Kok-Seng Wong
2018 J jnl
Emerging issues and challenges for cloud data at the edge.
Int. J. Web Grid Serv.
Kok-Seng Wong, Myung Ho Kim
2018 J jnl
Evaluation of black-marker and bilateral classification with J48 decision tree in anomaly based intrusion detection system.
J. Intell. Fuzzy Syst.
Yee Jian Chew, Shih Yin Ooi, Kok-Seng Wong, Ying-Han Pang, Seong Oun Hwang
2018 J jnl
Service Migration in Mobile Edge Computing.
Wirel. Commun. Mob. Comput.
Shangguang Wang, Wu Chou, Kok-Seng Wong, Ao Zhou, Victor C. M. Leung
2018 J jnl
Toward a fair indictment for sealed-bid auction with self-enforcing privacy.
J. Supercomput.
Kok-Seng Wong, Myung Ho Kim
2017 J jnl
Network failure-aware redundant virtual machine placement in a cloud data center.
Concurr. Comput. Pract. Exp.
Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Myung Ho Kim, Kok-Seng Wong
2017 J jnl
Privacy Protection for Data-Driven Smart Manufacturing Systems.
Int. J. Web Serv. Res.
Kok-Seng Wong, Myung Ho Kim
2017 J jnl
Secure rank correlation computation for IoT applications.
Int. J. Serv. Technol. Manag.
Kok-Seng Wong, Myung Ho Kim
2017 J jnl
Skyline service selection approach based on QoS prediction.
Int. J. Web Grid Serv.
Yan Guo, Shangguang Wang, Kok-Seng Wong, Myung Ho Kim
2016 J jnl
An enhanced user authentication solution for mobile payment systems using wearables.
Secur. Commun. Networks
Kok-Seng Wong, Myung Ho Kim
2015 — conf
Secure Two-Party Rank Correlation Computations for Recommender Systems.
TrustCom/BigDataSE/ISPA (1)
Kok-Seng Wong, Minji Seo, Myung Ho Kim
2015 J jnl
Towards a respondent-preferred k i -anonymity model.
Frontiers Inf. Technol. Electron. Eng.
Kok-Seng Wong, Myung Ho Kim
2014 J jnl
On private Hamming distance computation.
J. Supercomput.
Kok-Seng Wong, Myung Ho Kim
2014 — conf
Privacy-Preserving Data Collection with Self-Awareness Protection.
FCC
Kok-Seng Wong, Myung Ho Kim
2014 J jnl
Towards Self-Awareness Privacy Protection for Internet of Things Data Collection.
J. Appl. Math.
Kok-Seng Wong, Myung Ho Kim
2013 J jnl
Privacy-preserving similarity coefficients for binary data.
Comput. Math. Appl.
Kok-Seng Wong, Myung Ho Kim
2013 — conf
Secure Re-publication of Dynamic Big Data.
CSS
Kok-Seng Wong, Myung Ho Kim
2012 — conf
A Privacy-Preserving Biometric Matching Protocol for Iris Codes Verification.
MUSIC
Kok-Seng Wong, Myung Ho Kim
2012 J jnl
Privacy-preserving frequent itemsets mining via secure collaborative framework.
Secur. Commun. Networks
Kok-Seng Wong, Myung Ho Kim
2012 — conf
Secure Biometric-Based Authentication for Cloud Computing.
CLOSER (Selected Papers)
Kok-Seng Wong, Myung Ho Kim
2012 C conf
Towards Biometric-based Authentication for Cloud Computing.
CLOSER
Kok-Seng Wong, Myung Ho Kim
2010 J jnl
Semi-trusted Collaborative Framework for Multi-party Computation.
KSII Trans. Internet Inf. Syst.
Kok-Seng Wong, Myung Ho Kim