Digital Watermarking for Machine Learning Model: Techniques, Protocols and Applications

Lixin Fan is currently the Chief Scientist of Artificial Intelligence at WeBank, Shenzhen, China. His research interests include machine learning and deep learning, privacy computing and federated learning, computer vision and pattern recognition, image and video processing, mobile computing and ubiquitous computing. He was the Organizing Chair of workshops in these research areas held in CVPR, ICCV, ICPR， ACCV, NeurIPS, AAAI, and IJCAI. He is the author of 3 edited books and more than 70 articles in peer-review international journals and conference proceedings. He holds more than one hundred patents filed in the United States, Europe and China, and he was Chairman of the IEEE P2894 Explainable Artificial Intelligence (XAI) Standard Working Group.

Chee Seng Chan is currently a Full Professor at the Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia. His research interests include computer vision and machine learning where he has published more than 100 papers in related top peer-review conferences and journals. He was the Organizing Chair of the Asian Conference on Pattern Recognition (2015) and General Chair of the IEEE Workshop on Multimedia Signal Processing (2019) and IEEE Visual Communications and Image Processing (2013). He was the recipient of Top Research Scientists Malaysia (TRSM) in 2022, Young Scientists Network Academy of Sciences Malaysia (YSN-ASM) in 2015 and Hitachi Research Fellowship in 2013. Besides that, he is also a senior member (IEEE), Professional Engineer (BEM) and Chartered Engineer (IET). During 2020-2022, he was seconded to the Ministry of Science, Technology and Innovation (MOSTI) as the Undersecretary for Division of Data Strategic and Foresight.

Qiang Yang is a Fellow of the Canadian Academy of Engineering (CAE) and Royal Society of Canada (RSC), Chief Artificial Intelligence Officer of WeBank, and Chair Professor at the Computer Science and Engineering Department of Hong Kong University of Science and Technology (HKUST). He is the Conference Chair of AAAI-21, Honorary Vice President of the Chinese Association for Artificial Intelligence (CAAI), President of the Hong Kong Society of Artificial Intelligence and Robotics (HKSAIR) and President of the Investment Technology League (ITL). He is a fellow of the AAAI, ACM, CAAI, IEEE, IAPR and AAAS. He was the Founding Editor in Chief of the ACM Transactions on Intelligent Systems and Technology (ACM TIST) and the Founding Editor in Chief of IEEE Transactions on Big Data (IEEE TBD). He received the ACM SIGKDD Distinguished Service Award in 2017. He served as Founding Director of Huawei's Noah's Ark Research Lab from 2012 to 2015, Founding Director of HKUST's Big Data Institute, Founder of 4Paradigm and President of the IJCAI (2017-2019). His research interests include artificial intelligence, machine learning, data mining andplanning.

李新凡（Lixin Fan）目前擔任中國深圳微众银行的人工智慧首席科學家。他的研究興趣包括機器學習和深度學習、隱私計算和聯邦學習、計算機視覺和模式識別、圖像和視頻處理、移動計算和普遍計算。他曾擔任CVPR、ICCV、ICPR、ACCV、NeurIPS、AAAI和IJCAI等研究領域的研討會組織主席。他是3本編輯書籍的作者，並在同行評審的國際期刊和會議論文中發表了70多篇文章。他在美國、歐洲和中國申請了100多項專利，並擔任IEEE P2894可解釋人工智慧（XAI）標準工作組主席。

陳志成（Chee Seng Chan）目前是馬來西亞吉隆坡馬來亞大學計算機科學與信息技術學院的教授。他的研究興趣包括計算機視覺和機器學習，在相關的頂級同行評審會議和期刊上發表了100多篇論文。他曾擔任亞洲模式識別會議（2015年）的組織主席，以及IEEE多媒體信號處理研討會（2019年）和IEEE視覺通信和圖像處理（2013年）的總主席。他曾獲得2022年馬來西亞頂尖研究科學家（TRSM）獎、2015年馬來西亞科學院青年科學家網絡（YSN-ASM）獎和2013年日立研究學者獎。此外，他還是IEEE的高級會員、專業工程師（BEM）和特許工程師（IET）。在2020年至2022年期間，他被派往馬來西亞科技與創新部（MOSTI）擔任數據戰略和前瞻部門的副秘書長。

楊強（Qiang Yang）是加拿大工程院（CAE）和加拿大皇家學會（RSC）的院士，微众银行的首席人工智慧官，以及香港科技大學計算機科學與工程系的講座教授。他是AAAI-21的會議主席，中國人工智慧學會（CAAI）的榮譽副主席，香港人工智慧和機器人學會（HKSAIR）的主席，以及投資技術聯盟（ITL）的主席。他是AAAI、ACM、CAAI、IEEE、IAPR和AAAS的院士。他曾擔任ACM智能系統和技術交易（ACM TIST）的創始編輯主任，以及IEEE大數據交易（IEEE TBD）的創始編輯主任。他於2017年獲得ACM SIGKDD杰出服務獎。他曾擔任華為Noah's Ark研究實驗室的創始主任（2012年至2015年），香港科技大學大數據研究所的創始主任，4Paradigm的創始人，以及IJCAI的主席（2017-2019年）。他的研究興趣包括人工智慧、機器學習、數據挖掘和規劃。