{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,9]],"date-time":"2025-11-09T18:52:49Z","timestamp":1762714369569,"version":"build-2065373602"},"publisher-location":"Singapore","reference-count":15,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819525652","type":"print"},{"value":"9789819525669","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T00:00:00Z","timestamp":1762732800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T00:00:00Z","timestamp":1762732800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-981-95-2566-9_23","type":"book-chapter","created":{"date-parts":[[2025,11,9]],"date-time":"2025-11-09T18:47:29Z","timestamp":1762714049000},"page":"325-346","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Deep Learning-Based Face Fatigue Monitoring Method from the Perspective of Cyber Security"],"prefix":"10.1007","author":[{"given":"Yinan","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xulun","family":"Huo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7190-5032","authenticated-orcid":false,"given":"Xia","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3485-3189","authenticated-orcid":false,"given":"Hongfeng","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,11,10]]},"reference":[{"issue":"03","key":"23_CR1","first-page":"206","volume":"41","author":"K Hui","year":"2024","unstructured":"Hui, K., Liu, C.: Small-scale face detection method based on YOLO5 face redistribution. Comput. Simul. 41(03), 206\u2013213 (2024)","journal-title":"Comput. Simul."},{"key":"23_CR2","unstructured":"Zhou, X., Zou, Q., Lu, D. : An improved algorithm for fatigue detection based on CNN. Comput. Appl. Softw. 41(06), 156\u2013160+168 (2024)"},{"issue":"10","key":"23_CR3","first-page":"47","volume":"60","author":"G Gao","year":"2024","unstructured":"Gao, G.: Review of research on neural network combined with attention mechanism in recommendation system. Comput. Eng. Appl. 60(10), 47\u201360 (2024)","journal-title":"Comput. Eng. Appl."},{"issue":"02","key":"23_CR4","first-page":"172","volume":"52","author":"F Sun","year":"2023","unstructured":"Sun, F., Zhu, Z., Chen, S.: Face detection algorithm based on improved YOLOv5. Mech. Electr. Eng. Technol. 52(02), 172\u2013176 (2023)","journal-title":"Mech. Electr. Eng. Technol."},{"issue":"04","key":"23_CR5","first-page":"633","volume":"53","author":"X Wang","year":"2023","unstructured":"Wang, X., Tian, J., Liu, X.: Real-time face detection algorithm based on improved YOLOv5 model. Laser Infrared 53(04), 633\u2013640 (2023)","journal-title":"Laser Infrared"},{"key":"23_CR6","unstructured":"Zhenghan: Research on driver fatigue detection algorithm based on deep learning. Inf. Technol. Inform. 12, 49\u201352 (2024)"},{"key":"23_CR7","unstructured":"Zhao, X., Li, Z., Fu, R.: Real-time detection of distracted driving behavior based on deep convolutiontokens dimensionality reduction optimised visual transformer model. Autom. Eng. 45(06), 974\u2013988+1009 (2023)"},{"key":"23_CR8","unstructured":"Jin, L., Ji, B., Guo, B.: Driver\u2019s attention prediction based on multi-level temporal-spatial fusion network. Autom. Eng. 45(05), 759\u2013767+745 (2023)"},{"issue":"12","key":"23_CR9","first-page":"2984","volume":"51","author":"X Xu","year":"2023","unstructured":"Xu, X., Wu, C., Yang, Y.: Research on Face Detection Algorithm Based on Yolov3. Comput. Digit. Eng. 51(12), 2984\u20132990 (2023)","journal-title":"Comput. Digit. Eng."},{"issue":"23","key":"23_CR10","first-page":"69","volume":"7","author":"Y Zhang","year":"2023","unstructured":"Zhang, Y.: Research and implementation of face detection and key point localisation based on YOLOv5. Mod. Inf. Technol. 7(23), 69\u201372 (2023)","journal-title":"Mod. Inf. Technol."},{"key":"23_CR11","unstructured":"He, Z., Jiang, M., Xie, M.: Design of driver fatigue recognition algorithm based on YOLOv8 and face key points detection. Comput. Telecommun. 11, 1\u20136+13 (2023)"},{"issue":"06","key":"23_CR12","first-page":"1","volume":"44","author":"P Hu","year":"2023","unstructured":"Hu, P., Wang, H.: Research on face detection algorithm based on deep learning. Software 44(06), 1\u20135 (2023)","journal-title":"Software"},{"issue":"06","key":"23_CR13","first-page":"1249","volume":"17","author":"Y Yang","year":"2023","unstructured":"Yang, Y., Li, L., Lin, H.: Review of research on fatigue driving detection based on driver facial features. J. Frontiers Comput. Sci. Technol. 17(06), 1249\u20131267 (2023)","journal-title":"J. Frontiers Comput. Sci. Technol."},{"key":"23_CR14","first-page":"131","volume":"7","author":"X Liu","year":"2022","unstructured":"Liu, X.: Research on image object detection algorithm based on yolo deep learning model. Comput. Program. Skills Maint. 7, 131\u2013134 (2022)","journal-title":"Comput. Program. Skills Maint."},{"key":"23_CR15","unstructured":"Chen, W., Duan, J., Yu, J.: Multi-scale Lw-YOLO lightweight face detection network based on depthwise separability. Comput. Appl. Softw. 39(12), 195\u2013200+251 (2022)"}],"container-title":["Communications in Computer and Information Science","Data Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-95-2566-9_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,9]],"date-time":"2025-11-09T18:48:10Z","timestamp":1762714090000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-2566-9_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,10]]},"ISBN":["9789819525652","9789819525669"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-2566-9_23","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,10]]},"assertion":[{"value":"10 November 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPCSEE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference of Pioneering Computer Scientists, Engineers and Educators","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hiroshima","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 September 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpcsee2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2025.icpcsee.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}