Trung V. Phan

34 papers B 3Misc 1Journal 21Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
DeepStage: Learning Autonomous Defense Policies Against Multi-Stage APT Campaigns.
CoRR
Trung V. Phan, Tri Gia Nguyen, Thomas Bauschert
2026 J jnl
DeepXplain: XAI-Guided Autonomous Defense Against Multi-Stage APT Campaigns.
CoRR
Trung V. Phan, Thomas Bauschert
2026 J jnl
Learning the APT Kill Chain: Temporal Reasoning over Provenance Data for Attack Stage Estimation.
CoRR
Trung V. Phan, Thomas Bauschert
2025 Misc conf
A Comprehensive 5G Dataset for Control and Data Plane Security and Resource Management.
CSR
Beny Nugraha, Mehrdad Hajizadeh, Tim Niehoff, Abhishek Venkatesh Jnanashree, Trung V. Phan, Dionysia Triantafyllopoulou, Oliver Krause, Martin Mieth, Klaus Moessner, Thomas Bauschert
2025 J jnl
Towards Coordinate- and Dimension-Agnostic Machine Learning for Partial Differential Equations.
CoRR
Trung V. Phan, George A. Kevrekidis, Soledad Villar, Yannis G. Kevrekidis, Juan M. Bello-Rivas
2022 J jnl
DeepAir: Deep Reinforcement Learning for Adaptive Intrusion Response in Software-Defined Networks.
IEEE Trans. Netw. Serv. Manag.
Trung V. Phan, Thomas Bauschert
2022 J jnl
DeepPlace: Deep reinforcement learning for adaptive flow rule placement in Software-Defined IoT Networks.
Comput. Commun.
Tri Gia Nguyen, Trung V. Phan, Dinh Thai Hoang, Hai Hoang Nguyen, Duc Tran Le
2022 — conf
FEAR: Federated Cyber-Attack Reaction in Distributed Software-Defined Networks with Deep Q-Network.
WTS
Trung V. Phan, Tri Gia Nguyen
2022 J jnl
On System Stability in Multitier Roadside Computing Toward an Intelligent Transportation.
IEEE Trans. Netw. Sci. Eng.
Nhu-Ngoc Dao, Duc-Nghia Vu, Anh-Tien Tran, Trung V. Phan, Schahram Dustdar, Sungrae Cho
2022 J jnl
Securing Heterogeneous IoT With Intelligent DDoS Attack Behavior Learning.
IEEE Syst. J.
Nhu-Ngoc Dao, Trung V. Phan, Umar Sa'ad, Joongheon Kim, Thomas Bauschert, Dinh-Thuan Do, Sungrae Cho
2021 J jnl
An efficient distributed algorithm for target-coverage preservation in wireless sensor networks.
Peer-to-Peer Netw. Appl.
Tri Gia Nguyen, Trung V. Phan, Hai Hoang Nguyen, Phet Aimtongkham, Chakchai So-In
2021 J jnl
Bootstrapped Motion of an Agent on an Adaptive Resource Landscape.
Symmetry
Trung V. Phan, Gao Wang, Liyu Liu, Robert H. Austin
2021 J jnl
DeepMatch: Fine-Grained Traffic Flow Measurement in SDN With Deep Dueling Neural Networks.
IEEE J. Sel. Areas Commun.
Trung V. Phan, Tri Gia Nguyen, Thomas Bauschert
2021 J jnl
Federated Deep Reinforcement Learning for Traffic Monitoring in SDN-Based IoT Networks.
IEEE Trans. Cogn. Commun. Netw.
Tri Gia Nguyen, Trung V. Phan, Dinh Thai Hoang, Tu N. Nguyen, Chakchai So-In
2021 J jnl
Hit Ratio and Content Quality Tradeoff for Adaptive Bitrate Streaming in Edge Caching Systems.
IEEE Syst. J.
Nhu-Ngoc Dao, Duy Trong Ngo, Ngoc-Thanh Dinh, Trung V. Phan, Nam D. Vo, Sungrae Cho, Torsten Braun
2020 — conf
$Q$ - TRANSFER: A Novel Framework for Efficient Deep Transfer Learning in Networking.
ICAIIC
Trung V. Phan, Shabnam Sultana, Tri Gia Nguyen, Thomas Bauschert
2020 J jnl
DeepGuard: Efficient Anomaly Detection in SDN With Fine-Grained Traffic Flow Monitoring.
IEEE Trans. Netw. Serv. Manag.
Trung V. Phan, Tri Gia Nguyen, Nhu-Ngoc Dao, Truong Thu Huong, Huu-Thanh Nguyen, Thomas Bauschert
2020 — conf
Efficient SDN-Based Traffic Monitoring in IoT Networks with Double Deep Q-Network.
CSoNet
Tri Gia Nguyen, Trung V. Phan, Dinh Thai Hoang, Tu N. Nguyen, Chakchai So-In
2019 B conf
A Novel Impact Analysis Approach for SDN-based Networks.
NetSoft
Beny Nugraha, Mehrdad Hajizadeh, Trung V. Phan, Thomas Bauschert
2019 — conf
A Robust TCP-SYN Flood Mitigation Scheme Using Machine Learning Based on SDN.
ICTC
Nguyen Ngoc Tuan, Pham Huy Hung, Nguyen Danh Nghia, Nguyen Van Tho, Trung V. Phan, Nguyen Huu Thanh
2019 — conf
Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks.
NetSys
Trung V. Phan, Mehrdad Hajizadeh, Nguyen Tuan Khai, Thomas Bauschert
2019 J jnl
Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks.
CoRR
Trung V. Phan, Mehrdad Hajizadeh, Nguyen Tuan Khai, Thomas Bauschert
2019 J jnl
Efficient Distributed Denial-of-Service Attack Defense in SDN-Based Cloud.
IEEE Access
Trung V. Phan, Minho Park
2019 B conf
Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning.
CNSM
Trung V. Phan, Syed Tasnimul Islam, Tri Gia Nguyen, Thomas Bauschert
2019 J jnl
Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning.
CoRR
Trung V. Phan, Syed Tasnimul Islam, Tri Gia Nguyen, Thomas Bauschert
2019 B conf
Q-MIND: Defeating Stealthy DoS Attacks in SDN with a Machine-Learning Based Defense Framework.
GLOBECOM
Trung V. Phan, T. M. Rayhan Gias, Syed Tasnimul Islam, Truong Thu Huong, Huu-Thanh Nguyen, Thomas Bauschert
2019 J jnl
Q-MIND: Defeating Stealthy DoS Attacks in SDN with a Machine-learning based Defense Framework.
CoRR
Trung V. Phan, T. M. Rayhan Gias, Syed Tasnimul Islam, Thu-Huong Truong, Nguyen Huu Thanh, Thomas Bauschert
2019 J jnl
SeArch: A Collaborative and Intelligent NIDS Architecture for SDN-Based Cloud IoT Networks.
IEEE Access
Tri Gia Nguyen, Trung V. Phan, Binh T. Nguyen, Chakchai So-In, Zubair Ahmed Baig, Surasak Sanguanpong
2018 — conf
Probability Analysis of Successful Cyber Attacks in SDN-based Networks.
NFV-SDN
Mehrdad Hajizadeh, Trung V. Phan, Thomas Bauschert
2017 J jnl
Distributed-SOM: A novel performance bottleneck handler for large-sized software-defined networks under flooding attacks.
J. Netw. Comput. Appl.
Trung V. Phan, Nguyen Khac Bao, Minho Park
2017 — conf
Optimizing resource allocation for elastic security VNFs in the SDNFV-enabled cloud computing.
ICOIN
Trung V. Phan, Nguyen Khac Bao, Youngpin Kim, Hyun-Jin Lee, Minho Park
2017 J jnl
Securing Heterogeneous IoT with Intelligent DDoS Attack Behavior Learning.
CoRR
Nhu-Ngoc Dao, Trung V. Phan, Umar Sa'ad, Joongheon Kim, Thomas Bauschert, Sungrae Cho
2016 — conf
A Novel Hybrid Flow-Based Handler with DDoS Attacks in Software-Defined Networking.
UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld
Trung V. Phan, Nguyen Khac Bao, Minho Park
2016 — conf
Flow-based consensus partitions for botnet detection.
ICTC
Long Mai, Youngpin Kim, Dongho Choi, Nguyen Khac Bao, Trung V. Phan, Minho Park