About me
I graduated from Hanyang University, Department of Mathematics and am pursuing a Ph.D. degree in applied mathematics at the same university. From July 2018, I’m a member of Cryptology & Algorithm Lab and am advised by Professor Jae Hong Seo. From January 2023 to January 2024, I was ARAP scholar at A*STAR and am advised by Khin Mi Mi Aung and Tan Yong Kiam. My main research interests include secure AI, deep-learning algorithm, and cryptography.
News
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(Oct 11, 2024) Paper won Encouragement award at the National Cryptographic Technology Contest, 2024.
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The following paper won the Encouragement Award. Congrats all authors who participated in this submission.
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Seunghun Paik, Minsu Kim, Sunpill Kim, and Jae Hong Seo
On the Security-Accuracy Trade-off of Hash-based Face Template Protections
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Seunghun Paik, Minsu Kim, Sunpill Kim, and Jae Hong Seo
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The following paper won the Encouragement Award. Congrats all authors who participated in this submission.
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(Jul 1, 2024) The following paper has been accepted for presentation at ECCV 2024.
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Seunghun Paik, Dongsoo Kim, Chanwoo Hwang, Sunpill Kim and Jae Hong Seo
Towards Certifiably Robust Face Recognition
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Seunghun Paik, Dongsoo Kim, Chanwoo Hwang, Sunpill Kim and Jae Hong Seo
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(Jun 24, 2024) The following project supported by National Research Foundation of Korea (NRF) have started. Also, this is my first research project as a Principal Investigator.
- Secure Authentication System using Deep Learning-based Biometric Recognition System
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(Jun 7, 2024) The following paper has been accepted for presentation at CISC-S 2024. Also, this paper won the Excellenct Paper Award.
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Seunghun Paik, Dongsoo Kim, Chanwoo Hwang, Sunpill Kim and Jae Hong Seo
On the Certifiable Robustness of Face Recognition Systems
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Seunghun Paik, Dongsoo Kim, Chanwoo Hwang, Sunpill Kim and Jae Hong Seo
- (Apr 10, 2024) I was selected as the 1st Graduate Presidential Science Scholarship recipient. (Ph.D. student in the Department of Mathematics, 2 finalists selected)
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(Apr 1, 2024) The following project supported by Korea Creative Content Agency (KOCCA) has started.
- International Joint Research to Develop Next-generation Copyright Infringement Prevention Technology and Safe Content Distribution Technology
- (Dec 10, 2023) I have participated in CVPR 2024 as a reviewer.
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(Oct 28, 2023) The following paper has been accepted for presentation at the IEEE S&P 2024.
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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"
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Sunpill Kim, Yong Kiam Tan, Bora Jeong, Soumik Mondal, Khin Mi Mi Aung, and Jae Hong Seo
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(Oct 4, 2023) Papers won several awards at the National Cryptographic Technology Contest, 2023.
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The following paper won the Excellence Award.
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Sunpill Kim, Seunghun Paik, Chanwoo Hwang, Dongsu Kim, Junbum Shin, and Jae Hong Seo
IDFace: Efficient and Secure Identification for Face Images
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Sunpill Kim, Seunghun Paik, Chanwoo Hwang, Dongsu Kim, Junbum Shin, and Jae Hong Seo
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The following paper won the Encouragement Award.
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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
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Sunpill Kim, Yong Kiam Tan, Bora Jeong, Soumik Mondal, Khin Mi Mi Aung, and Jae Hong Seo
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The following paper won the Excellence Award.
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(Aug 22, 2023) The following paper has been accepted for presentation at the BMVC 2023 (Oral).
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Seunghun Paik, Sunpill Kim, and Jae Hong Seo
"Security Analysis on Locality-Sensitive Hashing-Based Biometric Template Protection Schemes"
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Seunghun Paik, Sunpill Kim, and Jae Hong Seo
- (Jan 7, 2023) Participate in a new project supported by A*STAR (Singapore).
(For more information, click the arrow)
- (Dec 6, 2022) Our paper (Analysis on Secure Triplet Loss) is accepted at IEEE Access.
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(Sep 27, 2022) The following paper won the special prize at "National Cryptographic Technology Contest, 2022".
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Title: Deep Face Template Protection in the Wild
Participant: Sunpill Kim (Hanyang University), Hoyong Shin (Hankuk University of Foreign Studies), and Jae Hong Seo (Hanyang University)
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Title: Deep Face Template Protection in the Wild
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(Jul 11, 2022) Participate in a new project supported by CRYPTOLAB.
(Title: "Development of Encrypted Face Template DB Search Technology") - (Apr 28, 2022) Presentation of research results related to Deep Face Template Protection in the wild at 2022 KMS Spring Meeting
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(Feb 22, 2022) Participate in a new project supported by Korea Institute of Information Security & Cryptology.
(Title: "Research on Biometric Information Extraction Threats and Protection Methods in Deep Learning-based Face Recognition") - (Dec 23, 2021) I will receive a scholarship of about $10000 from the Samil Foundation until February 2023.
- (Nov 5, 2021) Presentation of research results related to Ironmask at 2021 KAIC Fall Meeting
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Participate in a new project supported by Samsung Science & Technology Foundation.
(Title: "Secure Multi-party Approximate Computation") -
Presentation of research results related to Ironmask at SSTF 2021
(For more information, click the arrow)
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Participate in a new project supported by Institute for Information and Communications Technology Promotion (IITP).
(Title: "Study on Crypto Primitives for SNARK") -
Participate in a new project supported by National Security Research Institute (NSR).
(Title: "Research on Incrementally Verifiable Computation Design Technique and Application Method") - One paper (IronMask: Modular Architecture for Protecting Deep Face Template) accepted at CVPR 2021
Programming Skills
Familiar with: Python, PyTorch, MXNet, Matlab, TeX.
Languages
| Language | Level |
|---|---|
| Korean | Native |
| English | Intermediate |
Contact
For any inquires, you can reach me via email: ksp0352@gmail.com