{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:46:54Z","timestamp":1742914014563,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031401763"},{"type":"electronic","value":"9783031401770"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-3-031-40177-0_23","type":"book-chapter","created":{"date-parts":[[2023,7,29]],"date-time":"2023-07-29T06:02:20Z","timestamp":1690610540000},"page":"359-374","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Multi-agent Case-Based Reasoning Intrusion Detection System Prototype"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9669-8148","authenticated-orcid":false,"given":"Jakob Michael","family":"Schoenborn","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Klaus-Dieter","family":"Althoff","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,7,30]]},"reference":[{"key":"23_CR1","doi-asserted-by":"crossref","unstructured":"Anwer, H.M., Farouk, M., Abdel-Hamid, A.: A framework for efficient network anomaly intrusion detection with features selection. In: 9th International Conference on Information and Communication Systems (ICICS), Irbid, Jordan, pp. 157\u2013162 (2018)","DOI":"10.1109\/IACS.2018.8355459"},{"key":"23_CR2","unstructured":"Bach, K.: Knowledge acquisition for case-based reasoning systems. Ph. D. thesis, University of Hildesheim (2013). http:\/\/www.dr.hut-verlag.de\/978-3-8439-1357-7.html"},{"key":"23_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45759-3","volume-title":"Experience Management: Foundations, Development Methodology, and Internet-Based Applications","year":"2002","unstructured":"Bergmann, R. (ed.): Experience Management: Foundations, Development Methodology, and Internet-Based Applications. LNCS, vol. 2432. Springer, Heidelberg (2002). https:\/\/doi.org\/10.1007\/3-540-45759-3"},{"key":"23_CR4","doi-asserted-by":"crossref","unstructured":"Verma, D.: Supporting service level agreements on IP networks. In: Proceedings of IEEE\/IFIP Network Operations and Management Symposium, NY, USA, vol. 92, no. 9, pp. 1382\u20131388 (2004)","DOI":"10.1109\/JPROC.2004.832969"},{"key":"23_CR5","doi-asserted-by":"crossref","unstructured":"Divekar, A., Parekh, M., Savla, V., Mishra, R., Shirole, M.: Benchmarking datasets for anomaly-based network intrusion detection: KDD CUP 99 alternatives. In: IEEE 3rd International Conference on Computing, Communication and Security (ICCCS), Kathmandu, Nepal, pp. 1\u20138 (2018)","DOI":"10.1109\/CCCS.2018.8586840"},{"key":"23_CR6","unstructured":"Enisa - European Union Agency for Cybersecurity, p. 15 (2021). NIS Investments 2021. https:\/\/www.enisa.europa.eu\/publications\/nis-investments-2021. Accessed 04 Nov 2023"},{"key":"23_CR7","unstructured":"Enisa - European Union Agency for Cybersecurity, pp. 10,44,72 (2022). NIS Investments 2022. https:\/\/www.enisa.europa.eu\/publications\/nis-investments-2022. Accessed 04 Nov 2023"},{"key":"23_CR8","doi-asserted-by":"crossref","unstructured":"Mebawondu, J.O., Alowolodu, O.D., Mebawondu, J.O., Adetunmbi, A.O.: Network intrusion detection system using supervised learning paradigm. Sci. Afr. 9, e00497 (2020)","DOI":"10.1016\/j.sciaf.2020.e00497"},{"key":"23_CR9","doi-asserted-by":"crossref","unstructured":"Moustafa, N., Slay, J.: UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set). In: Military Communications and Information Systems Conference (MilCIS), pp. 1\u20136 (2015)","DOI":"10.1109\/MilCIS.2015.7348942"},{"key":"23_CR10","doi-asserted-by":"crossref","unstructured":"Pratomo, B.A., Burnap, P., Theodorakopoulos, G.: Unsupervised approach for detecting low rate attacks on network traffic with autoencoder. In: International Conference on Cyber Security and Protection of Digital Services (Cyber Security), pp. 1\u20138 (2018)","DOI":"10.1109\/CyberSecPODS.2018.8560678"},{"key":"23_CR11","unstructured":"Richter, M.M.: The knowledge contained in similarity measures. In: Invited Talk at the First International Conference on Case-Based Reasoning, ICCBR-95, Sesimbra, Portugal (1995)"},{"key":"23_CR12","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1016\/j.cose.2019.06.005","volume":"86","author":"M Ring","year":"2019","unstructured":"Ring, M., Wunderlich, S., Scheuring, D., Landes, D., Hotho, A.: A survey of network-based intrusion detection data sets. Comput. Secur. 86, 147\u2013167 (2019)","journal-title":"Comput. Secur."},{"key":"23_CR13","unstructured":"Schoenborn, J.M., Althoff, K.D.: Multi-agent case-based reasoning: a network intrusion detection system. In: LWDA 2022, Lernen, Wissen, Daten, Analysen, Hildesheim, pp. 258\u2013269 (2022)"},{"key":"23_CR14","unstructured":"Smyth, B., Keane, M.T.: Remembering to forget: a competence-preserving case deletion policy for case-based reasoning systems. In: Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI 1995, Montr\u00e9al Qu\u00e9bec, Canada, 20\u201325 August 1995, vol. 2, pp. 377\u2013383. Morgan Kaufmann (1995)"},{"key":"23_CR15","doi-asserted-by":"crossref","unstructured":"Ullah, I., Mahmoud, Q.H.: A two-level hybrid model for anomalous activity detection in IoT networks. In: 16th IEEE Annual Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, pp. 1\u20136 (2019)","DOI":"10.1109\/CCNC.2019.8651782"},{"key":"23_CR16","unstructured":"Wess, S.: Fallbasiertes Probleml\u00f6sen in wissensbasierten Systemen zur Entscheidungsunterst\u00fctzung und Diagnostik: Grundlagen, Systeme und Anwendungen (translated: Case-based problem solving in knowledge-based systems for decision support and diagnostic: basics, systems and applications). Ph.D. thesis, University of Kaiserslautern, Infix-Verlag (1995)"},{"key":"23_CR17","doi-asserted-by":"crossref","unstructured":"Wheelus, C., Bou-Harb, E., Zhu, X.: Tackling class imbalance in cyber security datasets. In: IEEE International Conference on Information Reuse and Integration (IRI), pp. 229\u2013232 (2018)","DOI":"10.1109\/IRI.2018.00041"},{"key":"23_CR18","doi-asserted-by":"crossref","unstructured":"Wu, L., Garg, S.K., Buyya, R.: Service level agreement (SLA) based SaaS cloud management system. In: ICPADS 2015, pp. 440\u2013447 (2015)","DOI":"10.1109\/ICPADS.2015.62"},{"key":"23_CR19","doi-asserted-by":"crossref","unstructured":"Wu, P., Guo, H.: LuNet: a deep neural network for network intrusion detection. In: IEEE Symposium Series on Computational Intelligence (SSCI), Xiamen, China, pp. 617\u2013624 (2019)","DOI":"10.1109\/SSCI44817.2019.9003126"}],"container-title":["Lecture Notes in Computer Science","Case-Based Reasoning Research and Development"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-40177-0_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,25]],"date-time":"2024-10-25T08:26:10Z","timestamp":1729844770000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-40177-0_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031401763","9783031401770"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-40177-0_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"30 July 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCBR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Case-Based Reasoning","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Aberdeen","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 July 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 July 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccbr2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.comp.rgu.ac.uk\/ICCBR23\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"72","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"26","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"36% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.7","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4.7","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}