Eunjung Choi 

◎ Publications

• Daeun Song, Nayoung Lee, Jiwon Kim, Eunjung Choi, "Anomaly Detection of Deepfake Audio Based on Real Audio Using Generative Adversarial Network Model" IEEE Access, vol. 12, pp. 184311-184326, 2024 (IF 3.4, SCIE), doi: 10.1109/ACCESS.2024.3506973

• Hwabin Lee, Sua Jeong, Seogyeong Cho, Eunjung Choi, "Visualization Technology and Deep-Learning for Multilingual Spam Message Detection" Electronics 12(3), pp.582(1-17). Jan 2023 (IF 2.690, SCIE), https://doi.org/10.3390/electronics12030582 

• Sugyeong Lee, Eunjung Choi. "Research of Malware Visualization based on PE Format for Deep Learning" The 17th International Conference on Multimedia Information Technology and Applications (MITA 2021), South Korea. pp. 32-35. Aug 2021

• Heewon Kwon, Eunjung Choi. "A Study on Utilization of Vulnerabilities of Deep Learning Models: Adversarial Attacks" The 17th International Conference on Multimedia Information Technology and Applications (MITA 2021), South Korea. pp. 135-137. Aug 2021

• Minsun Shim, Jiyeon Kim, Eunjung Choi. "Design of a CNN-based Malware Detection Model"  The 17th International Conference on Multimedia Information Technology and Applications (MITA 2021), South Korea. pp. 167-169. Aug 2021

• Jiyeon Kim, Minsun Shim, Seungah Hong, Yulim Shin, Eunjung Choi. "Intelligent Detection of IoT Botnets Using Machine Learning and Deep Learning" Applied Sciences 10(19), pp.7009(1-22). Oct 2020. (IF 2.679, SCIE), https://doi.org/10.3390/app10197009 

• Jiyeon Kim, Jiwon Kim, Hyunjung Kim, Minsun Shim, Eunjung Choi. "CNN-Based Network Intrusion Detection against Denial-of-Service Attacks" Electronics 9(6), pp.916(1-21). Jun 2020 (IF 2.690, SCIE), https://doi.org/10.3390/electronics9060916 

• Jiyeon Kim, Hyerin Won, Minsun Shim, Seungah Hong, Eunjung Choi. "Feature Analysis of IoT Botnet Attacks based on RNN and LSTM" International Journal of Engineering Trends and Technology 68(4), pp. 43-47. Apr 2020  (SCOPUS)

• Jiyeon Kim, Yulim Shin, Eunjung Choi. "An Intrusion Detection Model based on a Convolutional Neural Network" Journal of Multimedia Information System 6(4), pp. 65-172. Dec 2019 (Academic Awards in 2021, KCIE)

• Jiyeon Kim, Yulim Ahn, Eunjung Choi. "Network Intrusion Detection using Machine Learning Techniques" International Conference on Culture Technology 2019. Aug 2019 (Excellent Presentation Awards)

• Yurim Shin, Eunjung Choi. “Design of Binary Visualization for Malware Classification Using Deep Learning”  The 15th International Conference on Multimedia Information Technology and Applications (MITA 2019), South Korea. pp. 167-169. Aug 2021(Best Paper Awards)

• SeungJu Cha. Uijeong Kang. EunJung Choi. "The Image Forensics Analysis of JPEG Image Manipulation"(Lightning Talk) International Conference on Software Security and Assurance (ICSSA). IEEE Society. pp. 82-85. Jul 2018

• Hyokyung Choi. EunJung Choi. "Discrimination of Facial Image Generated via GAN"International Conference on Software Security and Assurance (ICSSA). IEEE Society. pp. 77-80. Jul 2018

◎ Projects

• 2022.03. ~ 2022.11. 공개정보 수집 대상 확장 및 방법 다각화 연구 (대검찰청)

• 2021.04. ~ 2021.11. Surface Web 기반 공개정보 수집 및 활용방안 확대 연구 (대검찰청)

• 2020.05. ~ 2020.11. 공개 정보 활용 방안 연구 (대검찰청)

• 2017.10. ~ 2017.11. 안전한 지능형 CCTV 이용환경 조성을 위한 정책 및 기술 동향 조사 연구 (한국인터넷진흥원, KISA)

◎ Books

• 2021. 12. IITP 인공지능 기술청사진 2030, 공정한 AI, 견고한 AI 집필

• 2022. IITP 인공지능 산업청사진 2035 감수

• 2020.3.6. 창의적사고를 키우는 코딩 : 엔트리 & 피지컬 컴퓨팅, 이한미디어

• 2016.9. 5. SWedu, 컴퓨팅 사고력을 키우는 SW 교육 : 엔트리 & 햄스터, 한빛아카데미

◎ Etc

• 2020. 6. 28 정보문화의달- 정보문화확산, 국무총리 표창 수상

• 2024.3.15 ~ 2026.3.14 서울특별시 빅데이터심의 위원회 부위원장

• 2022.3.15 ~ 2024.3.14 서울특별시 빅데이터심의 위원회 위원

• 2022.5.9 ~ 2026.5.8 서울특별시 개인정보호심의위원회 위원

Contact : chej@swu.ac.kr