{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T12:44:06Z","timestamp":1666010646534},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,10,17]]},"abstract":"<jats:p>Federated learning implies the integration of shared data. Privacy-enforcing platforms should be implemented to provide a secure environment for federated learning. We are proposing the integration of real world data from local data lakes and the generation and use of general synthetic data to simplify, eventually avoid, encryption or differential learning and use general architectures for data spaces.<\/jats:p>","DOI":"10.3233\/faia220321","type":"book-chapter","created":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T12:23:50Z","timestamp":1666009430000},"source":"Crossref","is-referenced-by-count":0,"title":["Synthetic Data for Anonymization in Secure Data Spaces for Federated Learning"],"prefix":"10.3233","author":[{"given":"Cecilio","family":"Angulo","sequence":"first","affiliation":[{"name":"Universitat Polit\u00e8cnica de Catalunya. IDEAI-UPC, Spain"}]},{"given":"Crist\u00f3bal","family":"Raya","sequence":"additional","affiliation":[{"name":"Universitat Polit\u00e8cnica de Catalunya. IDEAI-UPC, Spain"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Artificial Intelligence Research and Development"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA220321","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T12:23:54Z","timestamp":1666009434000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA220321"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia220321","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,17]]}}}