Publications

Conference

• [C5] Seunghun Paik, Dongsoo Kim, Chanwoo Hwang, Sunpill Kim and Jae Hong Seo

  Towards Certifiably Robust Face Recognition
  The 18th European Conference on Computer Vision ECCV 2024 2024, (Top-tier conference in computer vision, acceptance rate: 27.9%)

• [C4] Seunghun Paik, Dongsoo Kim, Chanwoo Hwang, Sunpill Kim and Jae Hong Seo

  On the Certifiable Robustness of Face Recognition Systems
  CISC-S 2024, (Excellence Paper Award by the Director of National Security Research Institute)

• [C3] Sunpill Kim, Yong Kiam Tan, Bora Jeong, Soumik Mondal, Khin Mi Mi Aung, and Jae Hong Seo

  Scores Tell Everything about Bob: Non-adaptive Face Reconstruction on Face Recognition Systems
  IEEE Symposium on Security and Privacy (S&P) 2024, (DOI) (Top-tier conference in cybersecurity, acceptance rate: 17.8%)

• [C2] Seunghun Paik, Sunpill Kim, and Jae Hong Seo

  Analysis on Locality Sensitive Hashing-based Biometric Template Protection Schemes
  34rd British Machine Vision Conference (BMVC) 2023, (DOI) (Oral, oral acceptance rate:9%)

• [C1] Sunpill Kim, Yunseong Jeong, Jinsu Kim, Jungkon Kim, Hyung Tae Lee, and Jae Hong Seo

  IronMask: Modular architecture for protecting deep face template
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021, (DOI) (Top-tier conference in computer vision, acceptance rate: 23.7%)

Journal

• [J1] Bora Jeong, Sunpill Kim, Seunghun Paik, and Jae Hong Seo

  Analysis on Secure Triplet Loss
  IEEE Access, Vol.10, pp 124355--124362 Novemver 2022. (DOI) (IF: 5.113 according to SCImago)

Manuscripts

• [M6] Seunghun Paik, Minsu Kim, Sunpill Kim, and Jae Hong Seo

  On the Security-Accuracy Trade-off of Hash-based Face Template Protections
  (Under Review)

• [M5] Seunghun Paik, Chanwoo Hwang, Sunpill Kim, and Jae Hong Seo

  Locality-Sensitive Hashing-based Biometric Template Protection Schemes are fully Reversible!
  (Under Review)

• [M4] Minsu Kim, Seunghun Paik, Seong-ae Baek, Sangyun Shin, Sunpill Kim, and Jae Hong Seo

  SilverMask: Face Template Protection with Fine-Grained Noise-Correction
  (Under Review)

• [M3] Sunpill Kim, Seunghun Paik, Chanwoo Hwang, Dongsu Kim, Junbum Shin, and Jae Hong Seo

  IDFace: Efficient and Secure Identification for Face Images
  (Under Review)

• [M2] Sunpill Kim, Hoyong Shin, and Jae Hong Seo

  Deep Face Template Protection in the Wild
  (Under Review)

• [M1] Sunpill Kim and Yong Kiam Tan

  Formalization of the Schwartz-Zippel Lemma
  Archive of Formal Proofs, April 2023.