Achievements(2024)
Refereed journal papers | Refereed conference papers | Preprints | Preprints | Books, book chapters, and research reports | Invited talks | Oral Presentation, Poster・demo | Media coverage(Press release/ News release) | Media coverage(Online articles) | Media coverage(TV / Radio) | Media coverage(Newspapers) | Media coverage(Others) | Patents | Awards | Others
Refereed journal papers
- A. MaungMaung, I. Echizen and H. Kiya, "On the Security of Learnable Image Encryption for Privacy-Preserving Deep Learning,", IEEE Access,
- A. MaungMaung, I. Echizen and H. Kiya, "Efficient Key-Based Adversarial Defense for ImageNet by Using Pre-Trained,", IEEE Open Journal of Signal Processing, vol. 5, pp. 902-913, 2024, doi: 10.1109/OJSP.2024.3419569,
- H. Felouat, H. H. Nguyen, T. -N. Le, J. Yamagishi and I. Echizen, "eKYC-DF: A Large-Scale Deepfake Dataset for Developing and Evaluating eKYC Systems", IEEE Access, vol. 12, pp. 30876-30892, 2024, Link
- K. -D. Nguyen, H. H. Nguyen, T. -N. Le, J. Yamagishi and I. Echizen, "Analysis of Fine-Grained Counting Methods for Masked Face Counting: A Comparative Study", IEEE Access, vol. 12, pp. 27426-27443, 2024, Link
Refereed conference papers
- S. Hinterreiter, M. Wessel, F. Schliski, I. Echizen, M. E. Latoschik, T. Spinde, "NewsUnfold: Creating a News-Reading Application That Indicates Linguistic Media Bias and Collects Feedback,", Proc. of the International AAAI Conference on Web and Social Media (ICWSM 2025), 19 pages, June 2025, Link
- M. Pandey, H. Kaur, I. Echizen, "Enhancing Location Privacy through Prioritized Experience Replay in Deep Q-Networks,", Proc. of the IEEE International Conference on Systems, Man, and Cybernetics IEEE (SMC) 2024, 7 pages, Oct. 2024, Link
- R. Shukla, H. Kaur, I. Echizen, "Bridging the Gap: Creating Authentic Biometric Templates for Secure Authentication Systems,", Proc. of the IEEE International Conference on Systems, Man, and Cybernetics IEEE (SMC) 2024, 8 pages, Oct. 2024,
- L. Strack, F. Waseda, H. H. Nguyen, Y. Zheng, I. Echizen, "Defending Against Physical Adversarial Patch Attacks on Infrared Human Detection,", Proc. of the 2024 IEEE International Conference on Image Processing (ICIP 2024), 7 pages, Oct. 2024, Link
- S. Hinterreiter, T. Spinde, S. Oberdörfer, I. Echizen, M. Latoschik, "News Ninja: Gamified Annotation Of Linguistic Bias In Online News,", Proceedings of the ACM Human-Computer Interaction, 32 pages, Oct. 2024,
- Y. Sun, H. Nguyen, C.-S. Lu, Z. Zhang, L. Sun, I. Echizen, "Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network,", Proc. of the International Joint Conference on Biometrics (IJCB2024), September 2024, Link
- H. Nguyen, J. Yamagishi, I. Echizen, "Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis,", Proc. of the International Joint Conference on Biometrics (IJCB2024), September 2024, Link
- Y. Qiu, H. Nguyen, Q. Liao, C.-S. Lu, I. Echizen, "Analysis of Backdoor Attacks on Deepfake Detection,", Proc. of the International Joint Conference on Biometrics (IJCB2024), September 2024,
- Y. Furuhashi, J. Yamagishi, X. Wang, H. Nguyen, I. Echizen, "Exploring Active Data Selection Strategies for Continuous Training in Deepfake Detection,", Proc. of the 23rd International Conference of the Biometrics Special Interest Group (BIOSIG 2024), September 2024,
- F. Baldassini, H. H. Nguyen, C.-C. Chang, I. Echizen, "CROSS-ATTENTION WATERMARKING OF LARGE LANGUAGE MODEL", Proc. of the 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), 5 pages, April 2024
- F. Shalabi, H. Felouat, H. H. Nguyen, I. Echizen, "Leveraging Chat-Based Large Vision-Language Models for Multimodal Out-of-Context Detection", Proc. of the 38-th International Conference on Advanced Information Networking and Applications (AINA-2024), April 2024
- Z. Dou, Y. Guo, H. H. Nguyen, C.-C. Chang, I. Echizen, "Enhancing Robustness of LLM-Synthetic Text Detectors for Academic Writing: A Comprehensive Analysis", Proc. of the 38-th International Conference on Advanced Information Networking and Applications (AINA-2024), April 2024
- M. Pandey, H. Kaur, S. Basak, I. Echizen, "Privacy-Preserving Location-Based Services: A DQN Algorithmic Perspective", Proc. of the 38-th International Conference on Advanced Information Networking and Applications (AINA-2024), April 2024
Preprints
Books, book chapters, and research reports
Invited talks
- Isao Echizen, "Real or Fake? Frontiers of Countering Fake Media in the Age of Infodemics", Invited talk at overview session, APSIPA ASC 2024, Macau, December 6, 2024, Link
- Isao Echizen, "Real or Fake? Frontiers of Countering Fake Media in the Age of Infodemics", Invited talk at overview session, APSIPA ASC 2024, Macau, December 16, 2024,
- Isao Echizen, "Real or Fake? Frontiers of Countering Fake Media in the Age of Infodemics", N-CRiPT Workshop 2024, 2024, National University of Singapore, Singapore, July 31, 2024
- Isao Echizen, "Real or Fake? Frontiers of Countering Fake Media in the Age of Infodemics", The 6th International Electronics Communication Conference, Fukuoka, Japan, July 20, 2024
Oral Presentation, Poster・demo
Media coverage(Press release/ News release)
Media coverage(Online articles)
- Isao Echizen, The Japan News by The Yomiuri Shimbun, Fake Academic Papers May Have Been Created with AI; Japanese Researcher Falsely Cited As Author on Overseas ‘Predatory Journal’ Website, November 21, 2024