A Cosine Similarity-based Method for Out-of-Distribution Detection. - Hieu Ngoc Nguyen; Nguyen Hung-Quang; The-Anh Ta; Thanh Nguyen-Tang; Khoa D. Doan; Hoang Thanh-Tung (CoRR, 2023)

Fooling the Textual Fooler via Randomizing Latent Representations. - Duy C. Hoang; Nguyen Hung-Quang; Saurav Manchanda; Minlong Peng; Kok-Seng Wong; Khoa D. Doan (ACL (Findings), 2024)

Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks. - Nguyen Hung-Quang; Yingjie Lao; Tung Pham; Kok-Seng Wong; Khoa D. Doan (ICLR, 2024)

Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks. - Nguyen Hung-Quang; Ngoc-Hieu Nguyen; The-Anh Ta; Thanh Nguyen-Tang; Kok-Seng Wong; Hoang Thanh-Tung; Khoa D. Doan (ICLR, 2025)