EWHA WOMANS UNIVERSITY | Undergraduate/Graduate | Undergraduate | ELTEC College of Engineering

Ho Bae Assistant Professor

Department of Cyber Security/Department of Artificial Intelligence

Ho Bae received his B.Sc. degree in computer science from University College London, UK, in 2007, and his M.Sc. degree in information security from University College London, UK, in 2009. He was with SAP Labs Korea from 2012 to 2016. In 2021, he received a Ph.D. degree in Bioinformatics from Seoul National University, South Korea. He is currently an Assistant Professor with the Department of Cyber Security at Ewha Womans University, Seoul. His research interests include AI-based security, bioinformatics, and privacy.

Department Chair, Cyber Security/Department Chair, Cyber Security
Asan Engineering Building #105-3
02-3277-4348
Research Interests
- AI security, AI privacy, Data privacy, Bioinformatics

Research Record

Evaluation of Malware Classification Models for Heterogeneous Data Sensors, 2024, v.24 no.1, 288
SCIE Scopus dColl.
Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks IEEE Transactions on Emerging Topics in Computational Intelligence, 2022 , 1-12
SCIE Scopus dColl.
Anomaly Detection by Learning Dynamics From a Graph IEEE ACCESS, 2020, v.8, 64356-64365
SCIE Scopus dColl.
[학술지논문] Exploring Clustered Federated Learning’s Vulnerability against Property Inference Attack. International Symposium on Research in Attacks, Intrusions and Defenses, 2023, v.0 no.0 , 236-249
SCIE
[학술지논문] FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models. European Symposium on Research in Computer Security , 2023, v.0 no.0 , 1-20
SCIE
[학술지논문] New Insights for the Stability-Plasticity Dilemma in Online Continual Learning International Conference on Learning Representations, 2023, v.0 no.0 , 1-24
Scopus
[학술지논문] PixelSteganalysis: Pixel-Wise Hidden Information Removal With Low Visual Degradation IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2023, v.20 no.1 , 331-342
SCIE
[학술지논문] Privacy-Preserving Publishing of Individual-Level Medical Data for Cloud Services IEEE International Conference on Bioinformatics and Biomedicine, 2023, v.0 no.0 , 1-6
SCIE
[학술지논문] Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE , 2022, v.6 no.4 , 982-993
SCIE
[학술지논문] Membership Privacy-Preserving GAN British Machine Vision Conference, 2022, v.1 no.1 , 1-12
[학술지논문] Learn2Evade: Learning-based Generative Model for Evading PDF Malware Classifiers IEEE Transactions on Artificial Inteligence, 2021, v.2 no.4 , 299-313
SCIE

2024-1st
- Machine Learning and Artificial Intelligence 강의 계획서 상세보기
  - Subject No 38482Class No 01
  - 3Year ( 3Credit , 3Hour) Mon 6~6 (ENG A101) , Wed 5~5 (ENG A101)
- Cyber Security Design Project Ⅰ 강의 계획서 상세보기
  - Subject No 38491Class No 01
  - 4Year ( 3Credit , 4.5Hour) Fri 6~8 (ENG A405)
  - Major Requisite
- Theory of Information Security 강의 계획서 상세보기
  - Subject No G17706Class No 01
  - Year ( 3Credit , 3Hour) Wed 2~3 (ENG )
2023-2nd
- Big Data Security
  - Subject No 38484Class No 01
  - 3Year ( 3Credit , 3Hour) Mon 3~3 (ENG A103) , Wed 2~2 (ENG A103)
- Cyber Security Design Project Ⅱ 강의 계획서 상세보기
  - Subject No 38909Class No 01
  - 4Year ( 3Credit , 4.5Hour) Wed 3~5 (SK405-1)
- Convergence Security Technologies 강의 계획서 상세보기
  - Subject No G17865Class No 01
  - Year ( 3Credit , 3Hour) Wed 6~7 (ENG )
2023-1st
- Machine Learning and Artificial Intelligence
  - Subject No 38482Class No 01
  - 3Year ( 3Credit , 3Hour) Mon 6~6 (ENG A101) , Wed 5~5 (ENG A101)
- Cyber Security Design Project I 강의 계획서 상세보기
  - Subject No 38491Class No 01
  - 4Year ( 3Credit , 4.5Hour) Wed 6~8 (SK405-1)
  - Major Requisite
- Theory of Information Security 강의 계획서 상세보기
  - Subject No G17706Class No 01
  - Year ( 3Credit , 3Hour) Fri 7~8 (ENG )
2022-2nd
- Big Data Security
  - Subject No 38484Class No 01
  - 3Year ( 3Credit , 3Hour) Tue 3~3 (ENG A103) , Thu 2~2 (ENG A103)
- Cyber Security Design ProjectⅡ 강의 계획서 상세보기
  - Subject No 38909Class No 01
  - 4Year ( 3Credit , 4.5Hour) Tue 4~4 (SK405-1) , Fri 5~6 (SK405-1)
- Convergence Security Technologies
  - Subject No G17865Class No 01
  - Year ( 3Credit , 3Hour) Fri 7~8 (ENG )
2022-1st
- Machine Learning and Artificial Intelligence
  - Subject No 38482Class No 01
  - 3Year ( 3Credit , 3Hour) Tue 6~6 (ENG A101) , Thu 4~4 (ENG A101)
- Cyber Security Design Project I 강의 계획서 상세보기
  - Subject No 38491Class No 01
  - 4Year ( 3Credit , 4.5Hour) Wed 6~8
  - Major Requisite
- Theory of Information Security 강의 계획서 상세보기
  - Subject No G17706Class No 01
  - Year ( 3Credit , 3Hour) Fri 5~6 (-)
2021-2nd
- Big Data Security
  - Subject No 38484Class No 01
  - 3Year ( 3Credit , 3Hour) Tue 3~3 (ENG ) , Thu 2~2 (151)
- Web security and Practice 강의 계획서 상세보기
  - Subject No 38485Class No 01
  - 3Year ( 3Credit , 4.5Hour) Wed 4~6 (ENG A125-1)
- Cyber Security Design ProjectⅡ
  - Subject No 38909Class No 01
  - 4Year ( 3Credit , 4.5Hour) Tue 5~7
2021-1st
- Machine Learning and Artificial Intelligence
  - Subject No 38482Class No 01
  - 3Year ( 3Credit , 3Hour) Tue 2~2 , Fri 3~3
- Biometrics Security 강의 계획서 상세보기
  - Subject No 38490Class No 01
  - 4Year ( 3Credit , 3Hour) Wed 3~3 , Fri 2~2
- Cyber Security Design Project I 강의 계획서 상세보기
  - Subject No 38491Class No 01
  - 4Year ( 3Credit , 4.5Hour) Tue 5~7 (ALUMNI201-1)
  - Major Requisite
- Cyber Security-Industry Internship II
  - Subject No 38502Class No 01
  - 3Year ( 3Credit
- Theory of Information Security 강의 계획서 상세보기
  - Subject No G17706Class No 01
  - Year ( 3Credit , 3Hour) Fri 5~6 (ENG )
  - Professor Determined

Academic Background

Seoul Nat'l Univ. 공학박사(자연과학대학)

University College London M.S.(Computer Science)

University College London B.S.(Computer Science)

Work Experience

인공지능대학부학장 2024-02-01 ~ 2026-01-31

Department Chair, Cyber Security 2024-02-01 ~ 2026-01-31

List

ELTEC College of Engineering

Ho Bae Assistant Professor

Research Record

Courses

Academic Background

Work Experience