Duc-Anh Nguyen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Human Activity Recognition

Text Classifiers

Object Detectors

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Publications

Duc-Anh Nguyen, Nhien-An Le-Khac
SoK: Behind the Accuracy of Complex Human Activity Recognition Using Deep Learning. CoRR (2024)
Trong-Tung Nguyen, Duc-Anh Nguyen, Anh Tran, Cuong Pham
FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing. CoRR (2024)
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) (2023)
Duc-Anh Nguyen, Lam Nguyen Xuan, Vu Ha Minh Trang, Pham Ngoc Hung
A Query-based Black-box Attack to Evaluate the Robustness of One-Stage Object Detectors. KSE (2023)
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) (2023)
Duc-Anh Nguyen, Cuong Pham, Nhien-An Le-Khac
Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition. CoRR (2023)
Quang-Tien Pham, Duc-Anh Nguyen, Tien-Thanh Nguyen, Thanh Nam Nguyen, Duy-Tung Nguyen, Dinh-Tan Pham, Thanh-Hai Tran, Thi-Lan Le, Hai Vu
A study on skeleton-based action recognition and its application to physical exercise recognition. SoICT (2022)
Do Minh Kha, Duc-Anh Nguyen, Minh Le Nguyen, Pham Ngoc Hung
A Generator-based Method for Attacking Embedding-based Text Classifiers. RIVF (2022)
Duc-Anh Nguyen, Do Minh Kha, Duc-Anh Pham, Pham Ngoc Hung
Method for Improving Quality of Adversarial Examples. ICAART (2) (2022)
Doan Thi Hoai Thu, Le Duy Quang, Duc-Anh Nguyen, Pham Ngoc Hung
A Method of Automated Mock Data Generation for RESTful API Testing. RIVF (2022)
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) (2022)
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)
Doan Thi Hoai Thu, Duc-Anh Nguyen, Pham Ngoc Hung
Automated Test Data Generation for Typescript Web Applications. KSE (2021)