Hung Nguyen | DeepAI

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Bo Li
461 publications
Frank Neumann
109 publications
Dinh Phung
98 publications
Anh Nguyen
80 publications
John Grundy
79 publications
Aneta Neumann
52 publications
Min Wang
51 publications
Trung Le
46 publications
Seyit Camtepe
31 publications
Chakkrit Tantithamthavorn
27 publications
Leman Akoglu
24 publications

∙ 07/25/2023

Bayesian Rationality in Satisfaction Games

We introduce a new paradigm for game theory – Bayesian satisfaction. Thi...

0 Langford White, et al. ∙

∙ 07/25/2023

Social Optimum Equilibrium Selection for Distributed Multi-Agent Optimization

We study the open question of how players learn to play a social optimum...

0 Duong Nguyen, et al. ∙

∙ 04/08/2023

Evolving Reinforcement Learning Environment to Minimize Learner's Achievable Reward: An Application on Hardening Active Directory Systems

We study a Stackelberg game between one attacker and one defender in a c...

0 Diksha Goel, et al. ∙

∙ 03/17/2023

Style Transfer for 2D Talking Head Animation

Audio-driven talking head animation is a challenging research topic with...

0 Trong-Thang Pham, et al. ∙

∙ 02/25/2023

Limited Query Graph Connectivity Test

We propose a combinatorial optimisation model called Limited Query Graph...

0 Mingyu Guo, et al. ∙

∙ 02/01/2023

Towards Implementing Energy-aware Data-driven Intelligence for Smart Health Applications on Mobile Platforms

Recent breakthrough technological progressions of powerful mobile comput...

0 G. Dumindu Samaraweera, et al. ∙

∙ 01/29/2023

Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation

Unsupervised Video Object Segmentation (UVOS) aims at discovering object...

0 Jialin Yuan, et al. ∙

∙ 01/20/2023

Defending SDN against packet injection attacks using deep learning

The (logically) centralised architecture of the software-defined network...

0 Anh Tuan Phu, et al. ∙

∙ 12/02/2022

Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs

Active Directory (AD) is the default security management system for Wind...

0 Mingyu Guo, et al. ∙

∙ 09/20/2022

An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability

Software vulnerabilities existing in a program or function of computer s...

0 Van Nguyen, et al. ∙

∙ 09/19/2022

Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle

Software vulnerabilities (SVs) have become a common, serious and crucial...

0 Van Nguyen, et al. ∙

∙ 04/07/2022

Defending Active Directory by Combining Neural Network based Dynamic Program and Evolutionary Diversity Optimisation

Active Directory (AD) is the default security management system for Wind...

7 Diksha Goel, et al. ∙

∙ 12/25/2021

Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs

Active Directory is the default security management system for Windows d...

7 Mingyu Guo, et al. ∙

∙ 09/14/2021

Space Time Recurrent Memory Network

We propose a novel visual memory network architecture for the learning a...

0 Hung Nguyen, et al. ∙

∙ 06/28/2019

Continual Rare-Class Recognition with Emerging Novel Subclasses

Given a labeled dataset that contains a rare (or minority) class of of-i...

5 Hung Nguyen, et al. ∙

∙ 06/11/2019

DeepFloat: Resource-Efficient Dynamic Management of Vehicular Floating Content

Opportunistic communications are expected to playa crucial role in enabl...

0 Gaetano Manzo, et al. ∙

∙ 02/27/2019

AutoGAN-based Dimension Reduction for Privacy Preservation

Exploiting data and concurrently protecting sensitive information to who...

0 Hung Nguyen, et al. ∙

∙ 01/23/2019

Approximate k-Cover in Hypergraphs: Efficient Algorithms, and Applications

Given a weighted hypergraph H(V, E⊆ 2^V, w), the approximate k-cover pro...

0 Hung Nguyen, et al. ∙

∙ 10/10/2018

Apprenticeship Bootstrapping Via Deep Learning with a Safety Net for UAV-UGV Interaction

In apprenticeship learning (AL), agents learn by watching or acquiring h...

0 Hung Nguyen, et al. ∙

∙ 03/04/2018

Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey

Swarm systems consist of large numbers of robots that collaborate autono...

0 Aya Hussein, et al. ∙

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