Hung X. Nguyen

Orcid: 0000-0003-1028-920X

Affiliations:
  • University of Adelaide, Teletraffic Research Centre, Australia
  • EPFL, Switzerland (former)


According to our database1, Hung X. Nguyen authored at least 61 papers between 2010 and 2024.

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Bibliography

2024
A Gossip Learning Approach to Urban Trajectory Nowcasting for Anticipatory RAN Management.
IEEE Trans. Mob. Comput., May, 2024

Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Satisfaction and Regret in Stackelberg Games.
CoRR, 2024

Demo: Synthesizing Realistic Enterprise Active Directory Attack Graphs with ADSynth.
Proceedings of the ACM SIGCOMM 2024 Conference: Posters and Demos, 2024

Catch Me if You Can: Effective Honeypot Placement in Dynamic AD Attack Graphs.
Proceedings of the IEEE INFOCOM 2024, 2024

Practical Anytime Algorithms for Judicious Partitioning of Active Directory Attack Graphs.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Optimizing Cyber Response Time on Temporal Active Directory Networks Using Decoys.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

United We Stand: Decentralized Multi-Agent Planning with Attrition.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

ADSynth: Synthesizing Realistic Active Directory Attack Graphs.
Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

Context-Aware Orchestration of Energy-Efficient Gossip Learning Schemes.
Proceedings of the IEEE World AI IoT Congress, 2024

Limited Query Graph Connectivity Test.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Bayesian Rationality in Satisfaction Games.
CoRR, 2023

Social Optimum Equilibrium Selection for Distributed Multi-Agent Optimization.
CoRR, 2023

Encrypted Observer-based Control for Linear Continuous-Time Systems.
CoRR, 2023

CoZure: Context Free Grammar Co-Pilot Tool for Finding New Lateral Movements in Azure Active Directory.
Proceedings of the 26th International Symposium on Research in Attacks, 2023

Evolving Reinforcement Learning Environment to Minimize Learner's Achievable Reward: An Application on Hardening Active Directory Systems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Near Optimal Strategies for Honeypots Placement in Dynamic and Large Active Directory Networks.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

A Scalable Double Oracle Algorithm for Hardening Large Active Directory Systems.
Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

POSTER: A Teacher-Student with Human Feedback Model for Human-AI Collaboration in Cybersecurity.
Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Verifiable Policy-Defined Networking Using Metagraphs.
IEEE Trans. Dependable Secur. Comput., 2022

Regret-Matching Learning-Based Task Assignment in Vehicular Edge Computing.
CoRR, 2022

Multi-Agent Data Collection in Non-Stationary Environments.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

Vehicle Position Nowcasting with Gossip Learning.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Defending active directory by combining neural network based dynamic program and evolutionary diversity optimisation.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Mathematical Reconciliation of Medical Privacy Policies.
ACM Trans. Manag. Inf. Syst., 2021

Quality of information with minimum requirements for emergency communications.
Ad Hoc Networks, 2021

Impact of Bushfire Dynamics on the Performance of MANETs.
Proceedings of the 16th Annual Conference on Wireless On-demand Network Systems and Services Conference, 2021

Gossip Learning of Personalized Models for Vehicle Trajectory Prediction.
Proceedings of the IEEE Wireless Communications and Networking Conference Workshops, 2021

2020
Poster: Mobile Gossip Learning for Trajectory Prediction.
Proceedings of the IEEE Vehicular Networking Conference, 2020

BGP based Software Defined Networks for Resilient Combat Cloud.
Proceedings of the 2020 Military Communications and Information Systems Conference, 2020

2019
Improved network community detection using meta-heuristic based label propagation.
Appl. Intell., 2019

Enabling Heterogeneous 5G Simulations with SDN Adapters.
Proceedings of the Testbeds and Research Infrastructures for the Development of Networks and Communications, 2019

DeepFloat: Resource-Efficient Dynamic Management of Vehicular Floating Content.
Proceedings of the 31st International Teletraffic Congress, 2019

2018
Evaluating Performance of RAT Selection Algorithms for 5G Hetnets.
IEEE Access, 2018

Improving the Performance of Land Tactical Digital Networks Using Measures of Network Capacity.
Proceedings of the 2018 Military Communications and Information Systems Conference, 2018

Evaluating the Performance of QoI Algorithms in Realistic MANETs.
Proceedings of the 28th International Telecommunication Networks and Applications Conference, 2018

2017
Reinforcement Learning With Network-Assisted Feedback for Heterogeneous RAT Selection.
IEEE Trans. Wirel. Commun., 2017

MGtoolkit: A python package for implementing metagraphs.
SoftwareX, 2017

GLFR: A Generalized LFR Benchmark for Testing Community Detection Algorithms.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

2016
Case Studies of SCADA Firewall Configurations and the Implications for Best Practices.
IEEE Trans. Netw. Serv. Manag., 2016

Verifiable Policy-defined Networking for Security Management.
Proceedings of the 13th International Joint Conference on e-Business and Telecommunications (ICETE 2016), 2016

A prototype of policy defined wireless access networks.
Proceedings of the 26th International Telecommunication Networks and Applications Conference, 2016

Performance of adaptive RAT selection algorithms in 5G heterogeneous wireless networks.
Proceedings of the 26th International Telecommunication Networks and Applications Conference, 2016

User spectral efficiency: Combining spectral efficiency with user experience.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Adaptive Multiagent Reinforcement Learning with Non-positive Regret.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

Community Detection in Networks with Less Significant Community Structure.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015
Enhancing wireless communications with software defined networking.
Proceedings of the 2015 Military Communications and Information Systems Conference, 2015

Identifying the Missing Aspects of the ANSI/ISA Best Practices for Security Policy.
Proceedings of the 1st ACM Workshop on Cyber-Physical System Security, 2015

2013
Multi-Observer Privacy-Preserving Hidden Markov Models.
IEEE Trans. Signal Process., 2013

Rigorous Statistical Analysis of Internet Loss Measurements.
IEEE/ACM Trans. Netw., 2013

Hidden Markov model identifiability via tensors.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

An automated system for emulated network experimentation.
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

2012
Improving Hidden Markov Model Inferences With Private Data From Multiple Observers.
IEEE Signal Process. Lett., 2012

I can see for miles: Re-visualizing the internet.
IEEE Netw., 2012

On the identifiability of multi-observer hidden Markov models.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
The Internet Topology Zoo.
IEEE J. Sel. Areas Commun., 2011

Planarity of data networks.
Proceedings of the 23rd International Teletraffic Congress, 2011

Generalized graph products for network design and analysis.
Proceedings of the 19th annual IEEE International Conference on Network Protocols, 2011

2010
How to Build Complex, Large-Scale Emulated Networks.
Proceedings of the Testbeds and Research Infrastructures. Development of Networks and Communities, 2010


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