{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T16:47:21Z","timestamp":1765039641293,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031048289"},{"type":"electronic","value":"9783031048296"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-04829-6_29","type":"book-chapter","created":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T04:05:42Z","timestamp":1652155542000},"page":"327-337","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Intelligent Cyberattack Detection on\u00a0SAFECARE Virtual Hospital"],"prefix":"10.1007","author":[{"given":"Eva","family":"Maia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Lancelin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9","family":"Carneiro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Oudin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"\u00c1lvaro","family":"D\u00f3ria","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Isabel","family":"Pra\u00e7a","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,5,11]]},"reference":[{"key":"29_CR1","unstructured":"Baumann, A., Malatras, A., Taurins, E.: CSIRT capabilities in healthcare sector (2021)"},{"key":"29_CR2","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1007\/978-1-4899-7687-1_252","volume-title":"Encyclopedia of Machine Learning and Data Mining","author":"G Brown","year":"2017","unstructured":"Brown, G.: Ensemble learning. In: Sammut, C., Webb, G.I. (eds.) Encyclopedia of Machine Learning and Data Mining, pp. 393\u2013402. Springer, Boston (2017). https:\/\/doi.org\/10.1007\/978-1-4899-7687-1_252"},{"key":"29_CR3","series-title":"Lecture Notes in Networks and Systems","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1007\/978-3-030-86261-9_15","volume-title":"Distributed Computing and Artificial Intelligence, Volume 1: 18th International Conference","author":"J Carneiro","year":"2022","unstructured":"Carneiro, J., Oliveira, N., Sousa, N., Maia, E., Pra\u00e7a, I.: Machine learning for network-based intrusion detection systems: an analysis of the CIDDS-001 dataset. In: Matsui, K., Omatu, S., Yigitcanlar, T., Gonz\u00e1lez, S.R. (eds.) DCAI 2021. LNNS, vol. 327, pp. 148\u2013158. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-030-86261-9_15"},{"key":"29_CR4","unstructured":"CBS: FBI warns of \u201cimminent\u201d ransomware attacks on hospital systems (2020)"},{"key":"29_CR5","unstructured":"CNN: Several hospitals targeted in new wave of ransomware attacks (2020)"},{"key":"29_CR6","doi-asserted-by":"publisher","first-page":"106576","DOI":"10.1109\/ACCESS.2020.3000421","volume":"8","author":"AA Hady","year":"2020","unstructured":"Hady, A.A., Ghubaish, A., et al.: Intrusion detection system for healthcare systems using medical and network data: a comparison study. IEEE Access 8, 106576\u2013106584 (2020)","journal-title":"IEEE Access"},{"key":"29_CR7","unstructured":"Lella, I., Theocharidou, M., et al.: ENISA threat landscape 2021 (2021)"},{"key":"29_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1007\/978-3-030-69781-5_3","volume-title":"Cyber-Physical Security for Critical Infrastructures Protection","author":"E Maia","year":"2021","unstructured":"Maia, E., et al.: Cyber threat monitoring systems - comparing attack detection performance of ensemble algorithms. In: Abie, H., et al. (eds.) CPS4CIP 2020. LNCS, vol. 12618, pp. 31\u201347. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-69781-5_3"},{"key":"29_CR9","doi-asserted-by":"crossref","unstructured":"Newaz, A.I., Sikder, A.K., et al.: Heka: a novel intrusion detection system for attacks to personal medical devices. In: 2020 IEEE Conference on Communications and Network Security (CNS), pp. 1\u20139 (2020)","DOI":"10.1109\/CNS48642.2020.9162311"},{"key":"29_CR10","doi-asserted-by":"crossref","unstructured":"Radoglou-Grammatikis, P., Sarigiannidis, P., et al.: A self-learning approach for detecting intrusions in healthcare systems. In: ICC 2021, pp. 1\u20136 (2021)","DOI":"10.1109\/ICC42927.2021.9500354"},{"key":"29_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1007\/978-3-030-45371-8_4","volume-title":"Foundations and Practice of Security","author":"B Reis","year":"2020","unstructured":"Reis, B., Maia, E., Pra\u00e7a, I.: Selection and performance analysis of CICIDS2017 features importance. In: Benzekri, A., Barbeau, M., Gong, G., Laborde, R., Garcia-Alfaro, J. (eds.) FPS 2019. LNCS, vol. 12056, pp. 56\u201371. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-45371-8_4"},{"key":"29_CR12","first-page":"40","volume":"16","author":"M Ring","year":"2017","unstructured":"Ring, M., Wunderlich, S., et al.: Creation of flow-based data sets for intrusion detection. J. Inf. Warfare 16, 40\u201353 (2017)","journal-title":"J. Inf. Warfare"},{"key":"29_CR13","doi-asserted-by":"crossref","unstructured":"Sharafaldin, I., Habibi Lashkari, A., Ghorbani, A.A.: Toward generating a new intrusion detection dataset and intrusion traffic characterization. In: Proceedings of the 4th ICISSP, pp. 108\u2013116. INSTICC, SciTePress (2018)","DOI":"10.5220\/0006639801080116"},{"key":"29_CR14","doi-asserted-by":"publisher","first-page":"183339","DOI":"10.1109\/ACCESS.2019.2960617","volume":"7","author":"Y Sun","year":"2019","unstructured":"Sun, Y., Lo, F.P.W., Lo, B.: Security and privacy for the internet of medical things enabled healthcare systems: a survey. IEEE Access 7, 183339\u2013183355 (2019)","journal-title":"IEEE Access"},{"issue":"2","key":"29_CR15","first-page":"136","volume":"22","author":"VK Vemuri","year":"2020","unstructured":"Vemuri, V.K.: The hundred-page machine learning book. J. Inf. Technol. Case Appl. Res. 22(2), 136\u2013138 (2020)","journal-title":"J. Inf. Technol. Case Appl. Res."},{"issue":"4","key":"29_CR16","doi-asserted-by":"publisher","first-page":"3723","DOI":"10.1109\/COMST.2019.2914094","volume":"21","author":"T Yaqoob","year":"2019","unstructured":"Yaqoob, T., Abbas, H., Atiquzzaman, M.: Security vulnerabilities, attacks, countermeasures, and regulations of networked medical devices-a review. IEEE Commun. Surv. Tutor. 21(4), 3723\u20133768 (2019)","journal-title":"IEEE Commun. Surv. Tutor."}],"container-title":["Lecture Notes in Networks and Systems","Information Systems and Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-04829-6_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T04:21:23Z","timestamp":1652156483000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-04829-6_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031048289","9783031048296"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-04829-6_29","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"11 May 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WorldCIST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"World Conference on Information Systems and Technologies","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Budva","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Montenegro","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 April 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 April 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"worldcist2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/worldcist.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}