컨텐츠 시작
학술대회/행사
초록검색
| 제출번호(No.) | 0286 |
|---|---|
| 분류(Section) | Invited Lecture |
| 분과(Session) | (CR) Cryptography (CR) |
| 발표시간(Time) | 26th-O-14:00 -- 14:40 |
| 영문제목 (Title(Eng.)) |
Homomorphic encryption: The harmonious connection between mathematics and industry |
| 저자(Author(s)) |
Joon-Woo Lee1 Chung-Ang University1 |
| 초록본문(Abstract) | Fully Homomorphic Encryption (FHE) is a cryptographic scheme that enables arbitrary computations on encrypted data while preserving security. For 30 years, FHE was considered an unsolvable mathematical challenge until Gentry's construction of the first FHE scheme based on ideal lattices in 2009. Since then, FHE has rapidly evolved into a crucial area of cryptographic research, offering significant potential for today's cloud-based services by fully addressing client privacy concerns. In this lecture, we will explore the evolution of FHE construction and its applications across various fields, including computer vision, natural language processing, audio analysis, and personalized medicine. Additionally, we will discuss the challenges that must be overcome for FHE to be successfully implemented in industry. |
| 분류기호 (MSC number(s)) |
94A60, 68P25 |
| 키워드(Keyword(s)) | Fully homomorphic encryption, machine learning, privacy and security, cloud security |
| 강연 형태 (Language of Session (Talk)) |
Korean |