SS-MMSDF-2: Special Session: AI for Multimedia Security and Deepfake 2 |
| Session Type: Poster |
| Time: Tuesday, September 21, 15:30 - 17:00 |
| Location: Area A |
| Session Chairs: Xiangui Kang, Sun Yat-sen University, China, Jiantao Zhou, University of Macau, Macau, Kok Sheik Wong, Monash University, Malaysia and Minoru Kuribayashi, Okayama University, Japan
|
| |
| SS-MMSDF-2.1: GIID-NET: GENERALIZABLE IMAGE INPAINTING DETECTION NETWORK |
| Haiwei Wu; University of Macau |
| Jiantao Zhou; University of Macau |
| |
| SS-MMSDF-2.2: RPPG-BASED SPOOFING DETECTION FOR FACE MASK ATTACK USING EFFICIENTNET ON WEIGHTED SPATIAL-TEMPORAL REPRESENTATION |
| Chenglin Yao; University of Nottingham Ningbo China |
| Shihe Wang; University of Nottingham Ningbo China |
| Jialu Zhang; University of Nottingham Ningbo China |
| Wentao He; University of Nottingham Ningbo China |
| Heshan Du; University of Nottingham Ningbo China |
| Jianfeng Ren; University of Nottingham Ningbo China |
| Ruibin Bai; University of Nottingham Ningbo China |
| Jiang Liu; University of Nottingham Ningbo China |
| |
| SS-MMSDF-2.3: TRANSFER LEARNING-BASED MODEL PROTECTION WITH SECRET KEY |
| AprilPyone MaungMaung; Tokyo Metropolitan University |
| Hitoshi Kiya; Tokyo Metropolitan University |
| |
| SS-MMSDF-2.4: TRANSFORMER AND NODE-COMPRESSED DNN BASED DUAL-PATH SYSTEM FOR MANIPULATED FACE DETECTION |
| Zhengbo Luo; Waseda University |
| Sei-ichiro Kamata; Waseda University |
| Zitang Sun; Waseda University |
| |
| SS-MMSDF-2.5: CNN CLASSIFIER’S ROBUSTNESS ENHANCEMENT WHEN PRESERVING PRIVACY |
| Abul Hasnat; Cyclope.ai |
| Nadiya Shvai; Cyclope.ai |
| Amir Nakib; Cyclope.ai |
| |
| SS-MMSDF-2.6: ERROR DIFFUSION HALFTONING AGAINST ADVERSARIAL EXAMPLES |
| Shao-Yuan Lo; Johns Hopkins University |
| Vishal Patel; Johns Hopkins University |
| |
| SS-MMSDF-2.7: PERSONALIZED FACE AUTHENTICATION BASED ON FEW-SHOT META-LEARNING |
| Chaehun Shin; Seoul National University |
| Jangho Lee; Seoul National University |
| Byunggook Na; Seoul National University |
| Sungroh Yoon; Seoul National University |
| |
| SS-MMSDF-2.8: SYSTEMATIC ANALYSIS OF CIRCULAR ARTIFACTS FOR STYLEGAN |
| Way Tan; National University of Singapore |
| Bihan Wen; Nanyang Technological University |
| Cen Chen; Institute for Infocomm Research (I2R), the Agency for Science, Technology and Research (A*STAR) |
| Zeng Zeng; Institute for Infocomm Research (I2R), the Agency for Science, Technology and Research (A*STAR) |
| Xulei Yang; Institute for Infocomm Research (I2R), the Agency for Science, Technology and Research (A*STAR) |
| |
| SS-MMSDF-2.9: RECALIBRATED BANDPASS FILTERING ON TEMPORAL WAVEFORM FOR AUDIO SPOOF DETECTION |
| Yanzhen Ren; Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education |
| Wuyang Liu; School of Cyber Science and Engineering, Wuhan University |
| Dengkai Liu; School of Cyber Science and Engineering, Wuhan University |
| Lina Wang; Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education |
| |
| SS-MMSDF-2.10: IMPERCEPTIBLE ADVERSARIAL EXAMPLES FOR FAKE IMAGE DETECTION |
| Quanyu Liao; Chengdu University of Information Technology |
| Yuezun Li; University at Buffalo |
| Xin Wang; Keya Medical |
| Bin Kong; Keya Medical |
| Bin Zhu; Microsoft Research Asia |
| Siwei Lyu; University at Buffalo |
| Youbing Yin; Keya Medical |
| Qi Song; Keya Medical |
| Xi Wu; Chengdu University of Information Technology |
| |
| SS-MMSDF-2.11: FAKE FACE DETECTION USING LOCAL BINARY PATTERN AND ENSEMBLE MODELING |
| Yonghui Wang; Prairie View A&M University |
| Vahid Zarghami; Prairie View A&M University |
| Suxia Cui; Prairie View A&M University |
| |
| SS-MMSDF-2.12: A NEURO-INSPIRED AUTOENCODING DEFENSE AGAINST ADVERSARIAL ATTACKS |
| Can Bakiskan; University of California, Santa Barbara |
| Metehan Cekic; University of California, Santa Barbara |
| Ahmet Sezer; University of California, Santa Barbara |
| Upamanyu Madhow; University of California, Santa Barbara |
| |
