{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T06:57:34Z","timestamp":1743058654448,"version":"3.40.3"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030306182"},{"type":"electronic","value":"9783030306199"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-30619-9_5","type":"book-chapter","created":{"date-parts":[[2019,9,11]],"date-time":"2019-09-11T06:51:47Z","timestamp":1568184707000},"page":"47-62","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Quantifiable Network Security Measurement: A Study Based on an Index System"],"prefix":"10.1007","author":[{"given":"Guoquan","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yulong","family":"Fu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zheng","family":"Yan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weilin","family":"Hao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,9,9]]},"reference":[{"key":"5_CR1","volume-title":"IT Security Metrics: A Practical Framework for Measuring Security & Protecting Data","author":"L Hayden","year":"2010","unstructured":"Hayden, L.: IT Security Metrics: A Practical Framework for Measuring Security & Protecting Data. McGraw Hill, New York (2010)"},{"key":"5_CR2","doi-asserted-by":"crossref","unstructured":"Ahmed, M.S., AI-Shaer, E., Khan, L.: A novel quantitative approach for measuring network security. In: The 27th IEEE Conference on Computer Communications, pp. 1957\u20131965. IEEE Communication Security, Phoenix (2008)","DOI":"10.1109\/INFOCOM.2008.260"},{"key":"5_CR3","doi-asserted-by":"publisher","unstructured":"AI-Shaer, E., Khan, L., Ahmed, M.S.: A comprehensive objective network security metric framework for proactive security configuration. In: The 4th Cyber Security and Information Intelligence Research Workshop, Association for Computing Machinery, New York (2008). \nhttps:\/\/doi.org\/10.1145\/1413140.1413189","DOI":"10.1145\/1413140.1413189"},{"key":"5_CR4","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1016\/j.jnca.2018.01.004","volume":"105","author":"G Liu","year":"2018","unstructured":"Liu, G., Yan, Z., Pedryczc, W.: Data collection for attack detection and security measurement in mobile Ad Hoc networks: a survey. J. Netw. Comput. Appl. 105, 105\u2013122 (2018)","journal-title":"J. Netw. Comput. Appl."},{"key":"5_CR5","first-page":"1","volume":"2018","author":"GQ Li","year":"2018","unstructured":"Li, G.Q., Yan, Z., Fu, Y.L.: Data fusion for network intrusion detection: a review. Secur. Commun. Netw. 2018, 1\u201316 (2018)","journal-title":"Secur. Commun. Netw."},{"key":"5_CR6","series-title":"Advances in Information Security","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-36584-8_1","volume-title":"Quality of Protection","author":"A Atzeni","year":"2006","unstructured":"Atzeni, A., Lioy, A.: Why to adopt a security metric? a brief survey. In: Gollmann, D., Massacci, F., Yautsiukhin, A. (eds.) Quality of Protection. ADIS, vol. 23. Springer, Boston (2006)"},{"issue":"4","key":"5_CR7","doi-asserted-by":"publisher","first-page":"885","DOI":"10.1360\/jos170885","volume":"17","author":"XZ Chen","year":"2006","unstructured":"Chen, X.Z., Zheng, Q.H., Guan, X.H.: Quantitative hierarchical threat evaluation model for network security. J. Softw. 17(4), 885\u2013897 (2006)","journal-title":"J. Softw."},{"issue":"4","key":"5_CR8","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1145\/3005714","volume":"49","author":"M Pendleton","year":"2016","unstructured":"Pendleton, M., Garcia-lebron, R., Cho, J.H.: A survey on systems security metrics. ACM Comput. Surv. 49(4), 62\u201396 (2016)","journal-title":"ACM Comput. Surv."},{"issue":"1","key":"5_CR9","doi-asserted-by":"publisher","first-page":"586","DOI":"10.1109\/COMST.2018.2863942","volume":"21","author":"XY Jing","year":"2018","unstructured":"Jing, X.Y., Yan, Z., Pedryczc, W.: Security data collection and data analytics in the internet: a survey. IEEE Commun. Surv. Tutorials 21(1), 586\u2013618 (2018)","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Lin, H.Q., Yan, Z., Zhang, L.: A survey on network security-related data collection technologies 2018, p. 1 (2018)","DOI":"10.1109\/ACCESS.2018.2817921"},{"key":"5_CR11","doi-asserted-by":"crossref","unstructured":"Jing, X.Y., Yan, Z., Pedrycz, W.: Network traffic fusion and analysis against DDoS flooding attacks with a novel reversible sketch (2018)","DOI":"10.1016\/j.inffus.2018.10.013"},{"key":"5_CR12","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.cose.2018.08.003","volume":"79","author":"JB Hong","year":"2018","unstructured":"Hong, J.B., Yusuf, E.S., Seong, K.D.: Dynamic security metrics for measuring the effectiveness of moving target defense techniques. Comput. Secur. 79, 33\u201352 (2018)","journal-title":"Comput. Secur."},{"key":"5_CR13","first-page":"899","volume":"9","author":"S Abraham","year":"2014","unstructured":"Abraham, S., Nair, S.: A stochastic model for security quantification using absorbing Markov chains. J. Commun. 9, 899\u2013907 (2014)","journal-title":"J. Commun."},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Li, G.Q., Yan, Z., Fu, Y.L.: A study and simulation research of blackhole attack on mobile AdHoc network. In: 2018 IEEE Conference on Communications and Network Security, pp. 1\u20136. IEEE Communication Security, Phoenix (2018)","DOI":"10.1109\/CNS.2018.8433148"},{"key":"5_CR15","unstructured":"Snort users manual. \nhttp:\/\/manual-snort-org.s3-website-us-east-1.amazonaws.com\/snort_manual.html\n\n. Accessed 2018"}],"container-title":["Lecture Notes in Computer Science","Machine Learning for Cyber Security"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-30619-9_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,3,17]],"date-time":"2020-03-17T00:05:10Z","timestamp":1584403510000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-30619-9_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030306182","9783030306199"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-30619-9_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"9 September 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ML4CS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Machine Learning for Cyber Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Xi'an","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 September 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ml4cs2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ml4cs2019.xidian.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-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":"70","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":"23","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":"3","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":"33% - 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":"3","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":"3","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}