{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T04:34:13Z","timestamp":1762835653055,"version":"build-2065373602"},"reference-count":5,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T00:00:00Z","timestamp":1762819200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T00:00:00Z","timestamp":1762819200000},"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":["Front. Comput. Sci."],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1007\/s11704-025-41225-3","type":"journal-article","created":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T04:32:29Z","timestamp":1762835549000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["ProbsCut: enhancing adversarial robustness via global probability constraints"],"prefix":"10.1007","volume":"20","author":[{"given":"Keji","family":"Han","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yao","family":"Ge","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yun","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,11,11]]},"reference":[{"key":"41225_CR1","volume-title":"Proceedings of the 3rd International Conference on Learning Representations","author":"I J Goodfellow","year":"2015","unstructured":"Goodfellow I J, Shlens J, Szegedy C. Explaining and harnessing adversarial examples. In: Proceedings of the 3rd International Conference on Learning Representations. 2015"},{"issue":"9","key":"41225_CR2","doi-asserted-by":"publisher","first-page":"6367","DOI":"10.1109\/TPAMI.2024.3381180","volume":"46","author":"X Jia","year":"2024","unstructured":"Jia X, Zhang Y, Wei X, Wu B, Ma K, Wang J, Cao X. Improving fast adversarial training with prior-guided knowledge. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46(9): 6367\u20136383.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"41225_CR3","first-page":"7472","volume-title":"Proceedings of the 36th International Conference on Machine Learning","author":"H Zhang","year":"2019","unstructured":"Zhang H, Yu Y, Jiao J, Xing E P, El Ghaoui L, Jordan M I. Theoretically principled trade-off between robustness and accuracy. In: Proceedings of the 36th International Conference on Machine Learning. 2019, 7472\u20137482"},{"key":"41225_CR4","volume-title":"Proceedings of the 8th International Conference on Learning Representations","author":"Y Wang","year":"2020","unstructured":"Wang Y, Zou D, Yi J, Bailey J, Ma X, Gu Q. Improving adversarial robustness requires revisiting misclassified examples. In: Proceedings of the 8th International Conference on Learning Representations. 2020"},{"key":"41225_CR5","first-page":"2206","volume-title":"Proceedings of the 37th International Conference on Machine Learning","author":"F Croce","year":"2020","unstructured":"Croce F, Hein M. Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks. In: Proceedings of the 37th International Conference on Machine Learning. 2020, 2206\u20132216"}],"container-title":["Frontiers of Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11704-025-41225-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11704-025-41225-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11704-025-41225-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T04:32:29Z","timestamp":1762835549000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11704-025-41225-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,11]]},"references-count":5,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2026,4]]}},"alternative-id":["41225"],"URL":"https:\/\/doi.org\/10.1007\/s11704-025-41225-3","relation":{},"ISSN":["2095-2228","2095-2236"],"issn-type":[{"value":"2095-2228","type":"print"},{"value":"2095-2236","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,11]]},"assertion":[{"value":"13 November 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 April 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 November 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare that they have no competing interests or financial conflicts to disclose.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"2004326"}}