Hai Anh Tran - RankMe

61 papers A 2B 13C 1Misc 3Journal 22Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FedImp: Enhancing Federated Learning Convergence With Impurity-Based Weighting. IEEE Trans. Artif. Intell. Hai Anh Tran, Cuong Ta, Truong X. Tran
2026	J	`jnl`	Federated Learning for Network Traffic Classification: A Knowledge Consolidation Approach. IEEE Trans. Netw. Sci. Eng. Hai Anh Tran, Huynh Thi Thanh Binh, Abdelhamid Mellouk
2026	J	`jnl`	Towards Efficient and Adaptive Traffic Classification: A Knowledge Distillation-Based Personalized Federated Learning Framework. IEEE Trans. Netw. Serv. Manag. Hai Anh Tran, Nam-Thang Hoang
2026	J	`jnl`	ULNet: Federated Unlearning for SDN Control-Plane Anomaly Detection. IEEE Netw. Lett. Hai Anh Tran
2025	J	`jnl`	Dual-SPIR model for predicting APT malware spread in organization networks. Comput. Electr. Eng. Hai Anh Tran, Xuan Cho Do, Thanh Thuy Nguyen
2025	Misc	`conf`	Efficient Federated Learning Convergence with Epoch Adaptation. IRI Huy-Hieu Nguyen, Nam-Thang Hoang, Hai Anh Tran, Tulika Mandal, Ruthvik Annareddy, Prithvi Choudhary, Truong X. Tran
2025	J	`jnl`	Encrypted Traffic Classification Through Deep Domain Adaptation Network With Smooth Characteristic Function. IEEE Trans. Netw. Serv. Manag. Van Tong, Cuong Dao, Hai Anh Tran, Duc Tran, Huynh Thi Thanh Binh, Nam-Thang Hoang, Truong X. Tran
2025	J	`jnl`	FL4SDN: A Fast-Convergent Federated Learning for Distributed and Heterogeneous SDN. IEEE Intell. Syst. Hai Anh Tran, Duc Tran
2025	J	`jnl`	GAMR: Revolutionizing Multi-Objective Routing in SDN Networks With Dynamic Genetic Algorithms. IEEE Trans. Emerg. Top. Comput. Intell. Hai Anh Tran, Cong-Son Duong, Bui Trong Duc, Van Tong, Huynh Thi Thanh Binh
2025	Misc	`conf`	GRFuzz: A Deep Reinforcement Learning Approach to Python Library Fuzzing with GRPO. IRI Viet-Anh Le-Minh, Hai Anh Tran, Huy-Hieu Nguyen, Nam-Thang Hoang, Truong X. Tran
2025	J	`jnl`	ICARE: cross-domain text classification with incremental class-aware representation and distillation learning. Int. J. Mach. Learn. Cybern. Son Duong, Truong X. Tran, Hai Anh Tran
2025	A	`conf`	POSTER: Multimodal Graph Networks for Systematic Generalization in Code Clone Detection. AsiaCCS Cuong Dao, Van Tong, Hai Anh Tran, Duc Tran, Giang Nguyen
2024	J	`jnl`	A novel approach for predicting the spread of APT malware in the network. Appl. Intell. Xuan Cho Do, Hai Anh Tran, Phuong Thi Lan Nguyen
2024	J	`jnl`	Enhancing BERT-Based Language Model for Multi-label Vulnerability Detection of Smart Contract in Blockchain. J. Netw. Syst. Manag. Van Tong, Cuong Dao, Hai Anh Tran, Truong X. Tran, Sami Souihi
2024	A	`conf`	POSTER: Multi-Block Fusion Mechanism for Multi-label Vulnerability Detection in Smart Contracts. AsiaCCS Van Tong, Cuong Dao, Thep Dong, Hai Anh Tran, Duc Tran, Truong X. Tran
2024	J	`jnl`	Troubleshooting solution for traffic congestion control. J. Netw. Comput. Appl. Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2023	—	`conf`	A New Transfer Learning-Based Traffic Classification Algorithm for a Multi-Domain SDN Network. SoICT Nam-Thang Hoang, Cong-Son Duong, Minh-Ngoc Vu, Huy-Hieu Nguyen, Xuan-Truong Tran, Van Tong, Hai Anh Tran
2023	B	`conf`	An Adaptive Sharding-based Blockchain for Network Slicing in 5G. GLOBECOM Quang Huy Do, Sami Souihi, Van Tong, Hai Anh Tran, Sara Tucci Piergiovanni
2023	B	`conf`	Enhancing Encrypted Traffic Classification with Deep Adaptation Networks. LCN Cuong Dao, Van Tong, Nam-Thang Hoang, Hai Anh Tran, Truong X. Tran
2023	B	`conf`	Multi Service-Oriented Routing Mechanism for Heterogeneous Multi-Domain Software-Defined Networking. GLOBECOM Tuan Nguyen, Hoang Ngo, Trung Pham, Nam-Thang Hoang, Van Tong, Hai Anh Tran, Giang Nguyen, Abdelhamid Mellouk, Truong X. Tran
2023	B	`conf`	Server and Route Selection Optimization for Knowledge-Defined Distributed Network Based on Gambling Theory and LSTM Neural Networks. GLOBECOM Son Duong, Tuan Nguyen, Nam-Thang Hoang, Van Tong, Hai Anh Tran, Giang Nguyen, Abdelhamid Mellouk, Truong X. Tran
2022	B	`conf`	A Blockchain-based SDN East/West Interface. GLOBECOM Hai Nam Nguyen, Sami Souihi, Hai Anh Tran, Scott Fowler
2022	—	`conf`	Experimental Evaluation of Multiple Multipath Schedulers over Various Urban Mobile Environments. SoICT Papa Bara Diakhate, Tran-Tuan Chu, Mohamed Aymen Labiod, Brice Augustin, Hai Anh Tran, Abdelhamid Mellouk
2022	—	`conf`	GADaM: Generic Adaptive Deep-learning-based Multipath Scheduler Selector for Dynamic Heterogeneous Environment. ICC Tran-Tuan Chu, Mohamed Aymen Labiod, Hai Anh Tran, Abdelhamid Mellouk
2022	B	`conf`	How Tezos blockchain can meet IoT? GLOBECOM Quang Huy Do, Sami Souihi, Van Van Tong, Hai Anh Tran, Skander Mhadhbi
2022	—	`conf`	Knowledge-defined Heterogeneous Network: Use-case of QoS-based Server and Route Selection in Large-scale Network. SoICT Nam-Thang Hoang, Cong-Son Duong, Tran-Le-Tuan Nguyen, Van Tong, Hai Anh Tran
2022	J	`jnl`	SDN-Based Application-Aware Segment Routing for Large-Scale Network. IEEE Syst. J. Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2022	J	`jnl`	State-Dependent Multi-Constraint Topology Configuration for Software-Defined Service Overlay Networks. IEEE/ACM Trans. Netw. Hai Anh Tran, Duc Tran, Abdelhamid Mellouk
2022	—	`conf`	When NLP meets SDN : an application to Global Internet eXchange Network. ICC Manh-Tien-Anh Nguyen, Sondes Bannour Souihi, Hai Anh Tran, Sami Souihi
2021	C	`conf`	A Reinforcement Learning-based solution for Intra-domain Egress Selection. HPSR Duc-Huy Le, Hai Anh Tran, Sami Souihi
2021	J	`jnl`	A survey of Blockchain technologies applied to software-defined networking: Research challenges and solutions. IET Wirel. Sens. Syst. Hai Nam Nguyen, Hai Anh Tran, Scott Fowler, Sami Souihi
2021	—	`conf`	An AI-based Traffic Matrix Prediction Solution for Software-Defined Network. ICC Duc-Huy Le, Hai Anh Tran, Sami Souihi, Abdelhamid Mellouk
2021	B	`conf`	Machine Learning based Root Cause Analysis for SDN Network. GLOBECOM Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2021	B	`conf`	Towards a Novel Congestion Notification Algorithm for a Software-Defined Data Center Networks. IM Hai Anh Tran, Thi-Thanh-Tu Nguyen, Sami Souihi, Abdelhamid Mellouk
2020	J	`jnl`	An Elite Hybrid Particle Swarm Optimization for Solving Minimal Exposure Path Problem in Mobile Wireless Sensor Networks. Sensors Nguyen Thi My Binh, Abdelhamid Mellouk, Huynh Thi Thanh Binh, Le Vu Loi, Dang Lam San, Hai Anh Tran
2020	B	`conf`	Service-centric Segment Routing Mechanism using Reinforcement Learning for Encrypted Traffic. CNSM Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2020	J	`jnl`	svBLOCK: mitigating black hole attack in low-power and lossy networks. Int. J. Sens. Networks Sonxay Luangoudom, Duc Tran, Tuyen Nguyen, Hai Anh Tran, Giang Nguyen, Quoc Trung Ha
2019	—	`conf`	Detecting Web Attacks using Stacked Denoising Autoencoder and Ensemble Learning Methods. SoICT Dung Truong, Duc Tran, Lam Nguyen, Hieu Mac, Hai Anh Tran, Tung Bui
2019	J	`jnl`	MABRESE: A New Server Selection Method for Smart SDN-Based CDN Architecture. IEEE Commun. Lett. Hai Anh Tran, Sami Souihi, Duc Tran, Abdelhamid Mellouk
2019	—	`conf`	NextLab: A new hybrid testbed and development platform for Software-defined Networking. SoICT Tran-Tuan Chu, Van Tong, Hai Anh Tran, Sami Souihi, Duc Quang Tran, Abdelhamid Mellouk
2019	B	`conf`	Quality Estimation Framework for Encrypted Traffic (Q2ET). GLOBECOM Lamine Amour, Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2018	J	`jnl`	A LSTM based framework for handling multiclass imbalance in DGA botnet detection. Neurocomputing Duc Tran, Hieu Mac, Van Tong, Hai Anh Tran, Linh Giang Nguyen
2018	B	`conf`	A Novel QUIC Traffic Classifier Based on Convolutional Neural Networks. GLOBECOM Van Tong, Hai Anh Tran, Sami Souihi, Abdelhamid Mellouk
2018	—	`conf`	Detecting Attacks on Web Applications using Autoencoder. SoICT Hieu Mac, Dung Truong, Lam Nguyen, Hoa N. Nguyen, Hai Anh Tran, Duc Tran
2018	B	`conf`	Empirical study for Dynamic Adaptive Video Streaming Service based on Google Transport QUIC protocol. LCN Van Tong, Hai Anh Tran, Sami Souihi, Abdelhamid Mellouk
2018	B	`conf`	Mining Frequent Patterns for Scalable and Accurate Malware Detection System in Android. PIMRC Thi-Tra-My Nguyen, Dong-Son Nguyen, Van Tong, Duc Tran, Hai Anh Tran, Abdelhamid Mellouk
2018	J	`jnl`	SHIOT: A Novel SDN-based Framework for the Heterogeneous Internet of Things. Informatica (Slovenia) Hai Anh Tran, Duc Tran, Linh Giang Nguyen, Quoc Trung Ha, Van Tong, Abdelhamid Mellouk
2017	—	`conf`	A new fall detection system on Android smartphone: Application to a SDN-based IoT system. KSE Hai Anh Tran, Quynh Thu Ngo, Van Tong
2017	—	`conf`	A novel SDN controller based on Ontology and Global Optimization for heterogeneous IoT architecture. SoICT Hai Anh Tran, Duc Tran, Linh Giang Nguyen, Abdelhamid Mellouk, Hieu Mac, Van Tong
2017	—	`conf`	DGA Botnet Detection Using Supervised Learning Methods. SoICT Hieu Mac, Duc Tran, Van Tong, Linh Giang Nguyen, Hai Anh Tran
2015	—	`conf`	An application for diagnosing lung diseases on Android phone. SoICT Hai Anh Tran, Quynh Thu Ngo, Huy Hoang Pham
2014	J	`jnl`	QoE-Based Server Selection for Content Distribution Networks. IEEE Trans. Computers Hai Anh Tran, Said Hoceini, Abdelhamid Mellouk, Julien Perez, Sherali Zeadally
2013	J	`jnl`	A dynamic QoE routing system for user-centric applications. Trans. Emerg. Telecommun. Technol. Hai Anh Tran, Abdelhamid Mellouk, Said Hoceini, Brice Augustin, Sherali Zeadally
2013	Misc	`conf`	Quality of experience vs. quality of service : Application for a CDN Architecture. SoftCOM Abdelhamid Mellouk, Said Hoceini, Hai Anh Tran
2012	—	`conf`	Global state-dependent QoE based routing. ICC Hai Anh Tran, Abdelhamid Mellouk, Said Hoceini, Brice Augustin
2012	—	`—`	QoE-based Content Distribution Network architecture. (Une architecture orientée Qualité d'Expérience pour les réseaux de diffusion de contenus). Hai Anh Tran
2012	—	`conf`	User-centric Content Distribution Network architecture. ICUMT Hai Anh Tran, Abdelhamid Mellouk, Said Hoceini, Julien Perez
2011	—	`conf`	QoE Content Distribution Network for Cloud Architecture. NCCA Hai Anh Tran, Abdelhamid Mellouk, Said Hoceini
2011	—	`conf`	Real-Time state-dependent routing based on user perception. ICCIT Hai Anh Tran, Abdelhamid Mellouk
2011	—	`conf`	User to User QoE Routing System. WWIC Hai Anh Tran, Abdelhamid Mellouk
2010	—	`conf`	QoE Model Driven for Network Services. WWIC Hai Anh Tran, Abdelhamid Mellouk