{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T16:14:01Z","timestamp":1783613641506,"version":"3.55.0"},"reference-count":55,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,4,6]]},"DOI":"10.1109\/icassp49660.2025.10887853","type":"proceedings-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T17:15:02Z","timestamp":1741799702000},"page":"1-5","source":"Crossref","is-referenced-by-count":2,"title":["MS-UFAD: A Large-Scale Dataset for Real-world Unified Face Attack Detection with Text Descriptions"],"prefix":"10.1109","author":[{"given":"Ning","family":"Jiang","sequence":"first","affiliation":[{"name":"Peking University,School of Software & Microelectronics,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dingheng","family":"Zeng","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liang","family":"Gao","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sheng","family":"Chen","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhifei","family":"Kong","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yanhong","family":"Liu","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiao","family":"Li","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yue","family":"Feng","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tongtong","family":"Yuan","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weihong","family":"Deng","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Quan","family":"Lu","sequence":"additional","affiliation":[{"name":"Mashang Consumer Finance Co., Ltd.,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ying","family":"Li","sequence":"additional","affiliation":[{"name":"Peking University,School of Software & Microelectronics,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Unified detection of digital and physical face attacks","author":"Deb","year":"2021","journal-title":"CVPR"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00481"},{"key":"ref3","article-title":"Explaining and harnessing adversarial examples","author":"Goodfellow","year":"2014"},{"key":"ref4","article-title":"Towards deep learning models resistant to adversarial attacks","author":"Madry","year":"2017","journal-title":"ICLR"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.282"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB48548.2020.9304898"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2019.00215"},{"key":"ref8","article-title":"Semanticadv: Generating adversarial examples via attribute-conditional image editing","author":"Qiu","year":"2020","journal-title":"ECCV"},{"key":"ref9","article-title":"Faceswap","year":"2020"},{"key":"ref10","article-title":"Deepfakes: A new threat to face recognition? assessment and detection","author":"Korshunov","year":"2018"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.262"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00916"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00379"},{"key":"ref14","first-page":"8110","article-title":"Analyzing and improving the image quality of style-gan","author":"Karras","year":"2020","journal-title":"CVPR"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.24963\/ijcai.2024\/83","article-title":"Unified physical-digital face attack detection","author":"Fang","year":"2024"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00122"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00741"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00764"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/430"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i3.20279"},{"key":"ref21","article-title":"Ila-da: Improving transferability of intermediate level attack with data augmentation","author":"Yan","year":"2022","journal-title":"ICLR"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01488"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00345"},{"key":"ref24","article-title":"Insightface: 2d and 3d face analysis project","year":"2022"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413630"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/3DV53792.2021.00077"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00339"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00991"},{"key":"ref29","article-title":"Fast minimum-norm adversarial attacks through adaptive norm constraints","author":"Pintor","year":"2021","journal-title":"NeurIPS"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00284"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00957"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00444"},{"key":"ref33","article-title":"Robfr: Benchmarking adversarial robustness on face recognition","author":"Yang","year":"2021","journal-title":"CVPR"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01481"},{"key":"ref35","article-title":"Boosting the transferability of adversarial attacks with reverse adversarial perturbation","author":"Qin","year":"2022","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19784-0_4"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00828"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00836"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i3.32241"},{"key":"ref40","article-title":"Mashang unified face attack dataset","author":"Chen","year":"2024"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01964"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01803"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01468"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00222"},{"key":"ref45","article-title":"Class-disentanglement and applications in adversarial detection and defense","author":"Yang","year":"2021","journal-title":"NIPS"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00103"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/tdsc.2024.3352049"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10448156"},{"key":"ref49","article-title":"Minigpt-4: Enhancing vision-language understanding with advanced large language models","author":"Zhu","year":"2023"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICSDA.2017.8384449"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00009"},{"key":"ref52","article-title":"Minicpm: Unveiling the potential of small language models with scalable training strategies","author":"Hu","year":"2024"},{"key":"ref53","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","author":"Radford","year":"2021","journal-title":"ICML"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72983-6_18"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"}],"event":{"name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Hyderabad, India","start":{"date-parts":[[2025,4,6]]},"end":{"date-parts":[[2025,4,11]]}},"container-title":["ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10887540\/10887541\/10887853.pdf?arnumber=10887853","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:24:04Z","timestamp":1774416244000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10887853\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,6]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/icassp49660.2025.10887853","relation":{},"subject":[],"published":{"date-parts":[[2025,4,6]]}}}