{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T16:06:22Z","timestamp":1759334782216,"version":"build-2065373602"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783032014283"},{"type":"electronic","value":"9783032014290"}],"license":[{"start":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T00:00:00Z","timestamp":1757116800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T00:00:00Z","timestamp":1757116800000},"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\/978-3-032-01429-0_48","type":"book-chapter","created":{"date-parts":[[2025,9,5]],"date-time":"2025-09-05T16:13:14Z","timestamp":1757088794000},"page":"566-578","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Cybersecurity 2030: The Synergy Between Machine Learning and Generative Artificial Intelligence"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5498-3220","authenticated-orcid":false,"given":"M\u00e1rio","family":"Marques da Silva","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9530-1986","authenticated-orcid":false,"given":"Fernando","family":"Correia","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1555-6821","authenticated-orcid":false,"given":"H\u00e9ctor Dave Orrillo","family":"Ascama","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7672-3243","authenticated-orcid":false,"given":"Laercio","family":"Cruvinel J\u00fanior","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0001-4317-4751","authenticated-orcid":false,"given":"Guilherme","family":"Lopes Fernandes","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0005-6198-9195","authenticated-orcid":false,"given":"Tom\u00e1s","family":"Viana","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0000-3069-4750","authenticated-orcid":false,"given":"Afonso","family":"Frasquilho","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,9,6]]},"reference":[{"key":"48_CR1","doi-asserted-by":"crossref","unstructured":"Samuel, A.L.: Some studies in machine learning using the game of checkers. IBM. J. Res. Dev. 3(3), 210\u2013229 (1959)","DOI":"10.1147\/rd.33.0210"},{"key":"48_CR2","doi-asserted-by":"crossref","unstructured":"Hinton, G.E., Osindero, S., Teh, Y.W.: A fast learning algorithm for deep belief nets. Neural Comput. 18(7), 1527\u20131554 (2006)","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"48_CR3","unstructured":"OpenAI. Gpt-4 technical report (2024)"},{"key":"48_CR4","doi-asserted-by":"crossref","unstructured":"Capodieci, N., Sanchez-Adames, C., Harris, J., Tatar, U.: The impact of generative AI and LLMs on the cybersecurity profession. In: 2024 Systems and Information Engineering Design Symposium (SIEDS), pp. 448\u2013453 (2024)","DOI":"10.1109\/SIEDS61124.2024.10534674"},{"key":"48_CR5","unstructured":"Lee, A.: What are large language models and why are they important? https:\/\/blogs.nvidia.com\/blog\/2023\/01\/26\/what-arelarge-language-models-used-for\/, January 2023"},{"key":"48_CR6","unstructured":"Abadi, M., et al.: Tensorflow: a system for large-scale machine learning (2016)"},{"key":"48_CR7","unstructured":"Goodfellow, I., Bengio, Y., Courville, A.: Deep Learning. The MIT Press (2016)"},{"key":"48_CR8","unstructured":"Brynjolfsson, E.: The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies. W.W. Norton & Company (2014)"},{"key":"48_CR9","unstructured":"Capgemini. New defenses, new threats: What AI and gen AI bring to cybersecurity. Technical report, Capgemini Research Institute (2024)"},{"key":"48_CR10","doi-asserted-by":"crossref","unstructured":"Al Siam, A., Hassan, M.M., Bhuiyan, T.: Artificial intelligence for cybersecurity: a state of the art. In: 2025 IEEE 4th International Conference on AI in Cybersecurity (ICAIC), pp. 1\u20137 (2025)","DOI":"10.1109\/ICAIC63015.2025.10848980"},{"key":"48_CR11","unstructured":"Canadian Institute for Cybersecurity. A realistic cyber defense dataset (csecic-ids2018) was accessed on apr2025 from https:\/\/registry.opendata.aws\/cse-cicids2018. (2018)"}],"container-title":["Lecture Notes in Computer Science","Ethical and Social Impacts of Information and Communication Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-01429-0_48","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T22:16:28Z","timestamp":1759270588000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-01429-0_48"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,6]]},"ISBN":["9783032014283","9783032014290"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-01429-0_48","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025,9,6]]},"assertion":[{"value":"6 September 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ETHICOMP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on the Ethical and Social Impacts of ICT","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lisbon","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","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":"17 September 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ethicomp2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/autonoma.pt\/en\/ethicomp-2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}