18 citations · 19 across the 4 of their papers we have counts for
5 papers
NeuCEPT: Locally Discover Neural Networks' Mechanism via Critical Neurons Identification with Precision Guarantee
Minh N. Vu, Truc D. Nguyen, My T. Thai
Despite recent studies on understanding deep neural networks (DNNs), there exists numerous questions on how DNNs generate their predictions. Especially, given similar predictions o…
Blockchain-based Secure Client Selection in Federated Learning
Truc Nguyen, Phuc Thai, Tre' R. Jeter +2
Despite the great potential of Federated Learning (FL) in large-scale distributed learning, the current system is still subject to several privacy issues due to the fact that local…
A Blockchain-based Iterative Double Auction Protocol using Multiparty State Channels
Truc D. T. Nguyen, My T. Thai
Although the iterative double auction has been widely used in many different applications, one of the major problems in its current implementations is that they rely on a trusted t…
c-Eval: A Unified Metric to Evaluate Feature-based Explanations via Perturbation
Minh N. Vu, Truc D. Nguyen, NhatHai Phan +2
In many modern image-classification applications, understanding the cause of model's prediction can be as critical as the prediction's accuracy itself. Various feature-based local…
Publish-Subscribe Framework for Event Management in IoT-based Applications
Truc D. T. Nguyen, Quan M. B. Nguyen, Hoang-Anh Pham
The incredible growth of sensors and microcontroller units makes the task of real-time event monitoring in the Internet of Things (IoT) based applications easier and more practical…