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2020 – today
- 2024
[i1]Nga Pham, Do Minh Kha, Tran Vu Dai, Pham Ngoc Hung, Anh Nguyen-Duc:
FAIREDU: A Multiple Regression-Based Method for Enhancing Fairness in Machine Learning Models for Educational Applications. CoRR abs/2410.06423 (2024)- 2023
- [j3]Duc-Anh Nguyen
, Do Minh Kha, Ngoc Nguyen Nhu, Pham Ngoc Hung:
SCADefender: An Autoencoder-Based Defense for CNN-Based Image Classifiers. Int. J. Pattern Recognit. Artif. Intell. 37(12): 2350027:1-2350027:26 (2023) - [j2]Duc-Anh Nguyen, Do Minh Kha, Khoi Nguyen Le, Le-Minh Nguyen, Pham Ngoc Hung:
Improving diversity and quality of adversarial examples in adversarial transformation network. Soft Comput. 27(7): 3689-3706 (2023) - 2022
- [j1]Duc-Anh Nguyen, Do Minh Kha, Minh Le Nguyen, Pham Ngoc Hung:
A symbolic execution-based method to perform untargeted attack on feed-forward neural networks. Autom. Softw. Eng. 29(2): 46 (2022) - [c4]Duc-Anh Nguyen, Do Minh Kha, Duc-Anh Pham, Pham Ngoc Hung:
Method for Improving Quality of Adversarial Examples. ICAART (2) 2022: 214-225 - [c3]Do Minh Kha, Duc-Anh Nguyen, Minh Le Nguyen, Pham Ngoc Hung:
A Generator-based Method for Attacking Embedding-based Text Classifiers. RIVF 2022: 618-623 - 2021
- [c2]Duc-Anh Nguyen, Do Minh Kha, Pham Thi To Nga, Pham Ngoc Hung:
An Autoencoder-based Method for Targeted Attack on Deep Neural Network Models. RIVF 2021: 1-6 - 2020
- [c1]Tran Nguyen Huong, Do Minh Kha, Hoang-Viet Tran, Pham Ngoc Hung:
Generate Test Data from C/C++ Source Code using Weighted CFG and Boundary Values. KSE 2020: 97-102
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