Dongsoo Kim — accepted AI-conference papers

2025

IDFace: Face Template Protection for Efficient and Secure Identification

Sunpill Kim, Seunghun Paik, Chanwoo Hwang, Dongsoo Kim, Junbum Shin, Jae Hong Seo

ICCV 2025poster

As face recognition systems (FRS) become more widely used, user privacy becomes more important. A key privacy issue in FRS is protecting the user's face template, as the characteristics of the user's face image can be recovered from the template. Although recent advances in cryptographic tools such…

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2024

Towards Certifiably Robust Face Recognition

Seunghun Paik, Dongsoo Kim, Chanwoo Hwang, Sunpill Kim, Jae Hong Seo*

ECCV 2024poster

"Adversarial perturbation is a severe threat to deep learning-based systems such as classification and recognition because it makes the system output wrong answers. Designing robust systems against adversarial perturbation in a certifiable manner is important, especially for security-related systems…

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