Binh M. Le

According to our database, Binh M. Le authored at least 12 papers between 2021 and 2024.

Collaborative distances:

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

2024

Gradient Alignment for Cross-Domain Face Anti-Spoofing.

Binh M. Le, Simon S. Woo

CoRR, 2024

SoK: Facial Deepfake Detectors.

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

CoRR, 2024

2023

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

Binh M. Le, Shahroz Tariq, Simon S. Woo

CoRR, 2023

Why Do Deepfake Detectors Fail?

Binh M. 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 M. Le, Simon S. Woo

IEEE Access, 2023

Expectation-Maximization via Pretext-Invariant Representations.

Chingis Oinar, Binh M. Le, Simon S. Woo

IEEE Access, 2023

Why Do Facial Deepfake Detectors Fail?

Binh M. 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 M. 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 M. 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 M. 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 M. Le, Simon S. Woo

CoRR, 2021

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

Binh M. Le, Simon S. Woo

CoRR, 2021