Binh Minh Le

According to our database, Binh Minh Le authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

SoK: Facial Deepfake Detectors.

Binh Minh Le, Jiwon Kim, Shahroz Tariq, Kristen Moore, Alsharif Abuadbba, Simon S. Woo

CoRR, 2024

SEE: Spherical Embedding Expansion for Improving Deep Metric Learning.

Binh Minh Le, Simon S. Woo

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Gradient Alignment for Cross-Domain Face Anti-Spoofing.

Binh Minh Le, Simon S. Woo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness.

Binh Minh Le, Shahroz Tariq, Simon S. Woo

CoRR, 2023

Why Do Deepfake Detectors Fail?

Binh Minh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo

CoRR, 2023

KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition.

Chingis Oinar, Binh Minh Le, Simon S. Woo

IEEE Access, 2023

Expectation-Maximization via Pretext-Invariant Representations.

Chingis Oinar, Binh Minh Le, Simon S. Woo

IEEE Access, 2023

Why Do Facial Deepfake Detectors Fail?

Binh Minh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo

Proceedings of the 2nd Workshop on Security Implications of Deepfakes and Cheapfakes, 2023

Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning.

Binh Minh Le, Simon S. Woo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Understanding of Deepfake Videos in the Wild.

Beomsang Cho, Binh Minh Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability.

Shahroz Tariq, Binh Minh Le, Simon S. Woo

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images.

Binh Minh Le, Simon S. Woo

CoRR, 2021

ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images.

Binh Minh Le, Simon S. Woo

CoRR, 2021