Khoa D. Doan

Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions

Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen et al. · Engineering Applications of Artificial Intelligence · 2023 · 90 citations

Artificial Intelligence, Engineering, Machine Learning +13

One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional Matching

Khoa D. Doan, Peng Yang, Ping Li · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 46 citations

Engineering, Machine Learning, Image Retrieval +18

Backdoor Attack with Imperceptible Input and Latent Modification

Khoa D. Doan, Yingjie Lao, Ping Li · Neural Information Processing Systems · 2021 · 36 citations

Engineering, Evasion Technique, Information Security +7

Interpretable Graph Similarity Computation via Differentiable Optimal Alignment of Node Embeddings

Khoa D. Doan, Saurav Manchanda, Suchismit Mahapatra et al. · 2021 · 23 citations

Graph Representation Learning, Machine Learning, Engineering +19

Adversarial Factorization Autoencoder for Look-alike Modeling

Khoa D. Doan, Pranjul Yadav, Chandan K. Reddy · 2019 · 20 citations

Engineering, Machine Learning, Autoencoders +18