Achievements（2021）

Refereed journal papers

Huy H. Nguyen, Sebastien Marcel, Junichi Yamagishi, and Isao Echizen, "A Study of Master Face Attacks on Face Recognition Systems", IEEE TRANSACTIONS ON BIOMETRICS, BEHAVIOR, AND IDENTITY SCIENCE (T-BIOM), January 2022.
Sisheng Chen, Ching-Chun Chang, and Isao Echizen, "Steganographic Secret Sharing with GAN-Based Face Synthesis and Morphing for Trustworthy Authentication in IoT," IEEE Access, accepted, 2021, Link
Thach V. Bui, Mahdi Cheraghchi, and Isao Echizen, "Improved non-adaptive algorithms for threshold group testing with a gap", IEEE Transactions on Information Theory, accepted, 2021, Link
N. Babaguchi, I. Echizen, J. Yamagishi, N. Nitta, Y. Nakashima, K. Nakamura, K. Kono, F. Fang, S. Myojin, Z. Kuang, H. H. Nguyen, N. T. Tieu: Preventing Fake Information Generation Against Media Clone Attacks, IEICE Transactions on Information and Systems, Vol.E104-D, No.1, 10 pages, 2021 (To be published). [招待論文]
I. Echizen , N. Babaguchi, J. Yamagishi, N. Nitta, Y. Nakashima, K. Nakamura, K. Kono, F. Fang, S. Myojin, Z. Kuang, H. H. Nguyen, N. T. Tieu: Generation and detection of Media Clones, IEICE Transactions on Information and Systems, Vol.E104-D, No.1, 12 pages, 2021 (To be published). [招待論文]

Khanh-Duy Nguyen, Huy H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen, "Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio," The International Workshop on Face and Gesture Analysis for COVID-19 (FG4COVID19) held in conjunction with FG 2021, December, 2021, preprint
Y. Yamasaki, M. Kuribayashi, N. Funabiki, H. Nguyen, and I. Echizen, "A Study of Feature Extraction Based on Denoising Auto Encoder for Classification of Adversarial Examples," APSIPA ASC 2021, December 2021
Sosuke Nishikawa, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen, "A Multilingual Bag-of-Entities Model forZero-Shot Cross-Lingual Text Classification", ACL-IJCNLP 2021 Student Research Workshop (non-archival option), 2021, Link
Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, "OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild" ICCV 2021, accepted, October 2021, Preprint
Harkeerat Kaur, Rohit Kumar, and Isao Echizen, "Reinforcement Learning based Smart Data Agent for Location Privacy", The 35th International Conference on Advanced Information Networking and Applications (AINA-2021), accepted, May 2021
Marc Treu, Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, "Fashion-Guided Adversarial Attack on Person Segmentation", Computer Vision and Pattern Recognition WORKSHOP ON MEDIA FORENSICS 2021, accepted, June 2021, Preprint, Presentation Video, code/dataset

Futa Waseda, Sosuke Nishikawa, Trung-Nghia Le, Huy H. Nguyen, Isao Echizen, "Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently", December 2021, Preprint
Minh-Quan Le, Trung-Nghia Le, Tam V. Nguyen, Isao Echizen, Minh-Triet Tran, "Multimodal-based Scene-Aware Framework for Aquatic Animal Segmentation", December 2021, Preprint
Sosuke Nishikawa, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen, "A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification", October 2021, Preprint

Isao Echizen, "Real or Fake? From Biometric Data Protection to Fake Media Detection", The 2nd International JST-ERCIM Workshop, December 8, 2021, Link
Isao Echizen, "Real or Fake? The Future of Biometric Data Protection", EURASIP Journal on Image and Video Processing Webinar, May 2021
Isao Echizen, Junichi Yamagishi, Trung-Nghia Le, and Huy H. Nguyen, "Real or Fake? The Future of Media Security and Privacy", The 7th International Symposium toward the Future of Advanced Researches in Shizuoka University 2021 (ISFAR-SU2021), March 2021
Isao Echizen, "Real or Fake? The Future of Media Security and Privacy", Symposium of Yotta Informatics, Research Platform for Yotta-Scale Data Science 2021, March 2021
Isao Echizen, "Real or Fake? The future of biometric data protection", The 2021 2nd Asia Service Sciences and Software Engineering (ASSE) Conference, February 2021