ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images. - Binh Minh Le; Simon S. Woo (CoRR, 2021)

Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images. - Binh Minh Le; Simon S. Woo (CoRR, 2021)

Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability. - Shahroz Tariq; Binh Minh Le; Simon S. Woo (CIKM, 2022)

Towards Understanding of Deepfake Videos in the Wild. - Beomsang Cho; Binh Minh Le; Jiwon Kim; Simon S. Woo; Shahroz Tariq; Alsharif Abuadbba; Kristen Moore (CIKM, 2023)

Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning. - Binh Minh Le; Simon S. Woo (ICCV, 2023)

Why Do Facial Deepfake Detectors Fail? - Binh Minh Le; Shahroz Tariq; Alsharif Abuadbba; Kristen Moore; Simon S. Woo (WDC@AsiaCCS, 2023)

Expectation-Maximization via Pretext-Invariant Representations. - Chingis Oinar; Binh Minh Le; Simon S. Woo (IEEE Access, 2023)

KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition. - Chingis Oinar; Binh Minh Le; Simon S. Woo (IEEE Access, 2023)

Why Do Deepfake Detectors Fail? - Binh Minh Le; Shahroz Tariq; Alsharif Abuadbba; Kristen Moore; Simon S. Woo (CoRR, 2023)

OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness. - Binh Minh Le; Shahroz Tariq; Simon S. Woo (CoRR, 2023)

Bridging Optimal Transport and Jacobian Regularization by Optimal Trajectory for Enhanced Adversarial Defense. - Binh Minh Le; Shahroz Tariq; Simon S. Woo (ACCV (7), 2024)

Gradient Alignment for Cross-Domain Face Anti-Spoofing. - Binh Minh Le; Simon S. Woo (CVPR, 2024)

SEE: Spherical Embedding Expansion for Improving Deep Metric Learning. - Binh Minh Le; Simon S. Woo (PAKDD (2), 2024)

SoK: Facial Deepfake Detectors. - Binh Minh Le; Jiwon Kim; Shahroz Tariq; Kristen Moore; Alsharif Abuadbba; Simon S. Woo (CoRR, 2024)

SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework. - Binh Minh Le; Jiwon Kim; Simon S. Woo; Kristen Moore; Alsharif Abuadbba; Shahroz Tariq (EuroS&P, 2025)