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ORCIDTrung V. Phan
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2020 – today
- 2022
[j13]Tri Gia Nguyen
, Trung V. Phan, Dinh Thai Hoang, Hai Hoang Nguyen, Duc Tran Le:
DeepPlace: Deep reinforcement learning for adaptive flow rule placement in Software-Defined IoT Networks. Comput. Commun. 181: 156-163 (2022)- [j12]Nhu-Ngoc Dao, Trung V. Phan, Umar Sa'ad, Joongheon Kim, Thomas Bauschert, Dinh-Thuan Do, Sungrae Cho:
Securing Heterogeneous IoT With Intelligent DDoS Attack Behavior Learning. IEEE Syst. J. 16(2): 1974-1983 (2022) - [j11]Nhu-Ngoc Dao, Duc-Nghia Vu, Anh-Tien Tran, Trung V. Phan, Schahram Dustdar, Sungrae Cho:
On System Stability in Multitier Roadside Computing Toward an Intelligent Transportation. IEEE Trans. Netw. Sci. Eng. 9(3): 1128-1138 (2022) - [j10]Trung V. Phan, Thomas Bauschert:
DeepAir: Deep Reinforcement Learning for Adaptive Intrusion Response in Software-Defined Networks. IEEE Trans. Netw. Serv. Manag. 19(3): 2207-2218 (2022) - [c12]Trung V. Phan, Tri Gia Nguyen:
FEAR: Federated Cyber-Attack Reaction in Distributed Software-Defined Networks with Deep Q-Network. WTS 2022: 1-7 - 2021
- [j9]Trung V. Phan, Tri Gia Nguyen, Thomas Bauschert:
DeepMatch: Fine-Grained Traffic Flow Measurement in SDN With Deep Dueling Neural Networks. IEEE J. Sel. Areas Commun. 39(7): 2056-2075 (2021) - [j8]Tri Gia Nguyen, Trung V. Phan, Hai Hoang Nguyen, Phet Aimtongkham, Chakchai So-In:
An efficient distributed algorithm for target-coverage preservation in wireless sensor networks. Peer-to-Peer Netw. Appl. 14(2): 453-466 (2021) - [j7]Nhu-Ngoc Dao, Duy Trong Ngo, Ngoc-Thanh Dinh, Trung V. Phan, Nam D. Vo, Sungrae Cho, Torsten Braun:
Hit Ratio and Content Quality Tradeoff for Adaptive Bitrate Streaming in Edge Caching Systems. IEEE Syst. J. 15(4): 5094-5097 (2021) - [j6]Trung V. Phan, Gao Wang, Liyu Liu, Robert H. Austin:
Bootstrapped Motion of an Agent on an Adaptive Resource Landscape. Symmetry 13(2): 225 (2021) - [j5]Tri Gia Nguyen, Trung V. Phan, Dinh Thai Hoang, Tu N. Nguyen, Chakchai So-In:
Federated Deep Reinforcement Learning for Traffic Monitoring in SDN-Based IoT Networks. IEEE Trans. Cogn. Commun. Netw. 7(4): 1048-1065 (2021) - 2020
- [j4]Trung V. Phan, Tri Gia Nguyen, Nhu-Ngoc Dao, Truong Thu Huong, Huu-Thanh Nguyen, Thomas Bauschert:
DeepGuard: Efficient Anomaly Detection in SDN With Fine-Grained Traffic Flow Monitoring. IEEE Trans. Netw. Serv. Manag. 17(3): 1349-1362 (2020) - [c11]Tri Gia Nguyen, Trung V. Phan, Dinh Thai Hoang, Tu N. Nguyen, Chakchai So-In:
Efficient SDN-Based Traffic Monitoring in IoT Networks with Double Deep Q-Network. CSoNet 2020: 26-38 - [c10]Trung V. Phan, Shabnam Sultana, Tri Gia Nguyen, Thomas Bauschert:
$Q$ - TRANSFER: A Novel Framework for Efficient Deep Transfer Learning in Networking. ICAIIC 2020: 146-151
2010 – 2019
- 2019
- [j3]Trung V. Phan, Minho Park:
Efficient Distributed Denial-of-Service Attack Defense in SDN-Based Cloud. IEEE Access 7: 18701-18714 (2019) - [j2]Tri Gia Nguyen, Trung V. Phan, Binh T. Nguyen, Chakchai So-In, Zubair Ahmed Baig, Surasak Sanguanpong:
SeArch: A Collaborative and Intelligent NIDS Architecture for SDN-Based Cloud IoT Networks. IEEE Access 7: 107678-107694 (2019) - [c9]Trung V. Phan, Syed Tasnimul Islam, Tri Gia Nguyen, Thomas Bauschert:
Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning. CNSM 2019: 1-9 - [c8]Trung V. Phan, T. M. Rayhan Gias, Syed Tasnimul Islam, Truong Thu Huong, Huu-Thanh Nguyen, Thomas Bauschert:
Q-MIND: Defeating Stealthy DoS Attacks in SDN with a Machine-Learning Based Defense Framework. GLOBECOM 2019: 1-6 - [c7]Nguyen Ngoc Tuan, Pham Huy Hung, Nguyen Danh Nghia, Nguyen Van Tho, Trung V. Phan, Nguyen Huu Thanh:
A Robust TCP-SYN Flood Mitigation Scheme Using Machine Learning Based on SDN. ICTC 2019: 363-368 - [c6]Trung V. Phan, Mehrdad Hajizadeh, Nguyen Tuan Khai, Thomas Bauschert:
Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks. NetSys 2019: 1-6 - [c5]Beny Nugraha, Mehrdad Hajizadeh, Trung V. Phan, Thomas Bauschert:
A Novel Impact Analysis Approach for SDN-based Networks. NetSoft 2019: 10-18 - [i4]Trung V. Phan, T. M. Rayhan Gias, Syed Tasnimul Islam, Thu-Huong Truong, Nguyen Huu Thanh, Thomas Bauschert:
Q-MIND: Defeating Stealthy DoS Attacks in SDN with a Machine-learning based Defense Framework. CoRR abs/1907.11887 (2019) - [i3]Trung V. Phan, Syed Tasnimul Islam, Tri Gia Nguyen, Thomas Bauschert:
Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning. CoRR abs/1909.01544 (2019) - [i2]Trung V. Phan, Mehrdad Hajizadeh, Nguyen Tuan Khai, Thomas Bauschert:
Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks. CoRR abs/1909.03059 (2019) - 2018
- [c4]Mehrdad Hajizadeh, Trung V. Phan, Thomas Bauschert:
Probability Analysis of Successful Cyber Attacks in SDN-based Networks. NFV-SDN 2018: 1-6 - 2017
- [j1]Trung V. Phan, Nguyen Khac Bao, Minho Park:
Distributed-SOM: A novel performance bottleneck handler for large-sized software-defined networks under flooding attacks. J. Netw. Comput. Appl. 91: 14-25 (2017) - [c3]Trung V. Phan, Nguyen Khac Bao, Youngpin Kim, Hyun-Jin Lee, Minho Park:
Optimizing resource allocation for elastic security VNFs in the SDNFV-enabled cloud computing. ICOIN 2017: 163-166 - [i1]Nhu-Ngoc Dao, Trung V. Phan, Umar Sa'ad, Joongheon Kim, Thomas Bauschert, Sungrae Cho:
Securing Heterogeneous IoT with Intelligent DDoS Attack Behavior Learning. CoRR abs/1711.06041 (2017) - 2016
- [c2]Long Mai, Youngpin Kim, DongHo Choi, Nguyen Khac Bao, Trung V. Phan, Minho Park:
Flow-based consensus partitions for botnet detection. ICTC 2016: 1253-1255 - [c1]Trung V. Phan, Nguyen Khac Bao, Minho Park:
A Novel Hybrid Flow-Based Handler with DDoS Attacks in Software-Defined Networking. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 350-357
Coauthor Index
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