Achievements
Refereed journal papers | Refereed conference papers | 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
- S. Xu, C.-C. Chang, H, H. Nguyen, I. Echizen, "Reversible anonymization for privacy of facial biometrics via cyclic learning,", EURASIP Journal of Information Security, 2024
- A. MaungMaung, I. Echizen and H. Kiya, "Efficient Key-Based Adversarial Defense for ImageNet by Using Pre-Trained Models,", IEEE Open Journal of Signal Processing, vol. 5, pp. 902-913, 2024, doi: 10.1109/OJSP.2024.3419569,
- T. Ouyang, Y. Seo, and I. Echizen, "Textual out-of-distribution (OOD) detection for LLM quality assurance,", Knowledge-Based Systems, Elsevier, 2025, Feb. 2025,
- C. C. Chang and I. Echizen, "Steganography in Game Actions,", IEEE Access, 2025, Jan. 2025,
- T. Ouyang, A. MaungMaung, K. Konishi, Y. Seo, I. Echizen, "Stability Analysis of ChatGPT-Based Sentiment Analysis in AI Quality Assurance,", Electronics 2024, 13(24), Dec. 2024,
Refereed conference papers
- F. Waseda, C.-C. Chang, and I. Echizen, "Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off," ICLR 2025,
- E. Bao, C. C. Chang, H. Wang, I. Echizen, "Purification-Agnostic Proxy Learning for Agentic Copyright Watermarking against Adversarial Evidence Forgery," Proc. 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), Apr. 2025, Link
- R. Shulka, H. PKaur, I. Echizen, "Parallel Prints: Generating Realistic Cancelable Fingerprint Templates," Proc. 2025 WACV Workshop on Synthetic Realities and Data in Biometric Analysis and Security (WACVW 2025), Feb. 2025,
- H. Nguyen, G. Delvecchio, I. Echizen, "Zero-Shot Warning Generation for Misinformative Multimodal Content," Proc. 2025 WACV Workshop on Artificial Intelligence for Multimedia Forensics and Disinformation Detection (WACVW 2025), Feb. 2025,
- F. Hsieh, H. H. Nguyen, A. MaungMaung, D. Usynin, I. Echizen, "Mitigating Backdoor Attacks using Activation-Guided Model Editing," Proceedings of the Asian Conference on Computer Vision (ACCV) Workshops, 2024, pp. 302-318, Dec. 2024, Link
- Y. Ji, I. Echizen, "StrucTrans: Zero-Query Structural Adversarial Attack Transferred from Masked Autoencoders to Image Classifiers," Proc. the 23rd IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2024), Dec. 2024,
- R. Disabato, A. MaungMaung, H. Nguyen, I. Echizen, "Transfer-Based Adversarial Attack Against Multimodal Models by Exploiting Perturbed Attention Region," Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2024, Dec. 2024,
- H-Quoc Nguyen-Son, S. Hidano, K. Fukushima, S. Kiyomoto, I. Echizen, "OneWORD: Adversarial Text Detection and Prediction Restoration Using One-Word Perturbation," Proc. 31st International Conference on Neural Information Processing (ICONIP 2024), Dec. 2024,
Books, book chapters, and research reports
- 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
- Kazutoshi Sasahara, Junichi Yamagishi, Isao Echizen, the japantimes, Japan launches industry and academia tie-up to combat online disinformation, January 27, 2025
- Isao Echizen, NIKKEI ASIA, Voters across Asia contend with AI-generated fake videos and images , January 18, 2025
- Isao Echizen, The Mainichi Japan's National Daily, Fake scientific papers made with AI used names of 3 Japan researchers, January 15, 2025