{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,31]],"date-time":"2025-07-31T00:42:53Z","timestamp":1753922573812,"version":"3.41.0"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030781194"},{"type":"electronic","value":"9783030781200"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"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":[[2021]]},"DOI":"10.1007\/978-3-030-78120-0_11","type":"book-chapter","created":{"date-parts":[[2021,6,17]],"date-time":"2021-06-17T05:02:49Z","timestamp":1623906169000},"page":"165-180","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["HyperSec: Visual Analytics for\u00a0Blockchain Security Monitoring"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4265-1106","authenticated-orcid":false,"given":"Benedikt","family":"Putz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0023-6051","authenticated-orcid":false,"given":"Fabian","family":"B\u00f6hm","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1338-9003","authenticated-orcid":false,"given":"G\u00fcnther","family":"Pernul","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,6,15]]},"reference":[{"unstructured":"Baset, S., Prehoda, B.: Hyperledger Labs Blockchain Analyzer, March 2021. https:\/\/github.com\/hyperledger-labs-archives\/blockchain-analyzer. 30 May 2019","key":"11_CR1"},{"key":"11_CR2","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.chb.2015.01.039","volume":"48","author":"N Ben-Asher","year":"2015","unstructured":"Ben-Asher, N., Gonzalez, C.: Effects of cyber security knowledge on attack detection. Comput. Hum. Behav. 48, 51\u201361 (2015). https:\/\/doi.org\/10.1016\/j.chb.2015.01.039","journal-title":"Comput. Hum. Behav."},{"doi-asserted-by":"publisher","unstructured":"Bogner, A.: Seeing is understanding: anomaly detection in blockchains with visualized features. In: Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing, New York, NY, USA, pp. 5\u20138. ACM (2017). https:\/\/doi.org\/10.1145\/3123024.3123157","key":"11_CR3","DOI":"10.1145\/3123024.3123157"},{"key":"11_CR4","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1007\/978-3-030-22312-0_21","volume-title":"ICT Systems Security and Privacy Protection","author":"Y Boshmaf","year":"2019","unstructured":"Boshmaf, Y., Al Jawaheri, H., Al Sabah, M.: BlockTag: design and applications of a tagging system for blockchain analysis. In: Dhillon, G., Karlsson, F., Hedstr\u00f6m, K., Z\u00faquete, A. (eds.) SEC 2019. IAICT, vol. 562, pp. 299\u2013313. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-22312-0_21"},{"doi-asserted-by":"publisher","unstructured":"Calder, A.: NIST Cybersecurity Framework (2018). https:\/\/doi.org\/10.2307\/j.ctv4cbhfx","key":"11_CR5","DOI":"10.2307\/j.ctv4cbhfx"},{"doi-asserted-by":"publisher","unstructured":"Chi, E.: A taxonomy of visualization techniques using the data state reference model. In: Proceedings of the IEEE Symposium on Information Visualization 2000, pp. 69\u201375. IEEE Computer Society (2000). https:\/\/doi.org\/10.1109\/INFVIS.2000.885092","key":"11_CR6","DOI":"10.1109\/INFVIS.2000.885092"},{"key":"11_CR7","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1007\/978-981-15-0871-4_24","volume-title":"Applications and Techniques in Information Security","author":"A Dabholkar","year":"2019","unstructured":"Dabholkar, A., Saraswat, V.: Ripping the fabric: attacks and mitigations on hyperledger fabric. In: Shankar Sriram, V.S., Subramaniyaswamy, V., Sasikaladevi, N., Zhang, L., Batten, L., Li, G. (eds.) ATIS 2019. CCIS, vol. 1116, pp. 300\u2013311. Springer, Singapore (2019). https:\/\/doi.org\/10.1007\/978-981-15-0871-4_24"},{"doi-asserted-by":"publisher","unstructured":"Di Battista, G., Di Donato, V., Patrignani, M., Pizzonia, M., Roselli, V., Tamassia, R.: Bitconeview: visualization of flows in the bitcoin transaction graph. In: 2015 IEEE Symposium on Visualization for Cyber Security (VizSec), pp. 1\u20138. IEEE (2015). https:\/\/doi.org\/10.1109\/VIZSEC.2015.7312773","key":"11_CR8","DOI":"10.1109\/VIZSEC.2015.7312773"},{"key":"11_CR9","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3033665","author":"I Homoliak","year":"2020","unstructured":"Homoliak, I., Venugopalan, S., Reijsbergen, D., Hum, Q., Schumi, R., Szalachowski, P.: The security reference architecture for blockchains: towards a standardized model for studying vulnerabilities, threats, and defenses. IEEE Commun. Surv. Tutor. (2020). https:\/\/doi.org\/10.1109\/COMST.2020.3033665","journal-title":"IEEE Commun. Surv. Tutor."},{"doi-asserted-by":"publisher","unstructured":"Jensen, T., Hedman, J., Henningsson, S.: How TradeLens delivers business value with blockchain technology. MIS Quart. Execut. (2019). https:\/\/doi.org\/10.17705\/2msqe.00018","key":"11_CR10","DOI":"10.17705\/2msqe.00018"},{"unstructured":"Kacherginsky, P.: Attacking and Defending Blockchain Nodes. In: DEFCON 2020, p. 54 (2020)","key":"11_CR11"},{"key":"11_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1007\/978-3-540-70956-5_7","volume-title":"Information Visualization","author":"D Keim","year":"2008","unstructured":"Keim, D., Andrienko, G., Fekete, J.-D., G\u00f6rg, C., Kohlhammer, J., Melan\u00e7on, G.: Visual analytics: definition, process, and challenges. In: Kerren, A., Stasko, J.T., Fekete, J.-D., North, C. (eds.) Information Visualization. LNCS, vol. 4950, pp. 154\u2013175. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-70956-5_7. iSSN: 03029743"},{"issue":"2","key":"11_CR13","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1089\/big.2015.0056","volume":"4","author":"D McGinn","year":"2016","unstructured":"McGinn, D., Birch, D., Akroyd, D., Molina-Solana, M., Guo, Y., Knottenbelt, W.J.: Visualizing dynamic bitcoin transaction patterns. Big Data 4(2), 109\u2013119 (2016). https:\/\/doi.org\/10.1089\/big.2015.0056","journal-title":"Big Data"},{"issue":"3","key":"11_CR14","doi-asserted-by":"publisher","first-page":"234","DOI":"10.1177\/1473871613510429","volume":"14","author":"M Meyer","year":"2015","unstructured":"Meyer, M., Sedlmair, M., Quinan, P.S., Munzner, T.: The nested blocks and guidelines model. Inf. Vis. 14(3), 234\u2013249 (2015). https:\/\/doi.org\/10.1177\/1473871613510429","journal-title":"Inf. Vis."},{"key":"11_CR15","doi-asserted-by":"publisher","first-page":"286","DOI":"10.1016\/j.cag.2013.11.002","volume":"38","author":"S Miksch","year":"2014","unstructured":"Miksch, S., Aigner, W.: A matter of time: applying a data-users-tasks design triangle to visual analytics of time-oriented data. Comput. Graph. 38, 286\u2013290 (2014). https:\/\/doi.org\/10.1016\/j.cag.2013.11.002","journal-title":"Comput. Graph."},{"issue":"6","key":"11_CR16","doi-asserted-by":"publisher","first-page":"921","DOI":"10.1109\/TVCG.2009.111","volume":"15","author":"T Munzner","year":"2009","unstructured":"Munzner, T.: A nested model for visualization design and validation. IEEE Trans. Visual Comput. Graphics 15(6), 921\u2013928 (2009). https:\/\/doi.org\/10.1109\/TVCG.2009.111","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"doi-asserted-by":"publisher","unstructured":"Putz, B., Pernul, G.: Detecting blockchain security threats. In: 2020 IEEE International Conference on Blockchain (Blockchain), pp. 313\u2013320. IEEE (2020). https:\/\/doi.org\/10.1109\/Blockchain50366.2020.00046","key":"11_CR17","DOI":"10.1109\/Blockchain50366.2020.00046"},{"key":"11_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1007\/978-3-662-60531-8_2","volume-title":"Transactions on Large-Scale Data- and Knowledge-Centered Systems XLII","author":"B Putz","year":"2019","unstructured":"Putz, B., Pernul, G.: Trust factors and insider threats in permissioned distributed ledgers. In: Hameurlain, A., Wagner, R. (eds.) Transactions on Large-Scale Data- and Knowledge-Centered Systems XLII. LNCS, vol. 11860, pp. 25\u201350. Springer, Heidelberg (2019). https:\/\/doi.org\/10.1007\/978-3-662-60531-8_2"},{"issue":"3","key":"11_CR19","doi-asserted-by":"publisher","first-page":"76","DOI":"10.30630\/joiv.1.3.23","volume":"1","author":"T Sundara","year":"2017","unstructured":"Sundara, T., Gaputra, I., Aulia, S.: Study on blockchain visualization. Int. J. Inform. Visual. 1(3), 76\u201382 (2017). https:\/\/doi.org\/10.30630\/joiv.1.3.23","journal-title":"Int. J. Inform. Visual."},{"unstructured":"The Linux Foundation: DLTLabs Case Study - Hyperledger (2020). https:\/\/www.hyperledger.org\/learn\/publications\/dltlabs-case-study","key":"11_CR20"},{"unstructured":"The Linux Foundation: Hyperledger Explorer (2020). https:\/\/www.hyperledger.org\/use\/explorer","key":"11_CR21"},{"unstructured":"The Linux Foundation: Hyperledger Fabric 2.3 Documentation (2020). https:\/\/hyperledger-fabric.readthedocs.io\/en\/release-2.3","key":"11_CR22"},{"doi-asserted-by":"publisher","unstructured":"Tovanich, N., Heulot, N., Fekete, J., Isenberg, P.: Visualization of blockchain data: a systematic review. IEEE Trans. Visual. Compute. Graphics 1 (2019). https:\/\/doi.org\/10.1109\/TVCG.2019.2963018","key":"11_CR23","DOI":"10.1109\/TVCG.2019.2963018"},{"doi-asserted-by":"publisher","unstructured":"Zheng, P., Zheng, Z., Luo, X., Chen, X., Liu, X.: A detailed and real-time performance monitoring framework for blockchain systems. In: Proceedings - International Conference on Software Engineering (2018). https:\/\/doi.org\/10.1145\/3183519.3183546, iSSN: 02705257","key":"11_CR24","DOI":"10.1145\/3183519.3183546"}],"container-title":["IFIP Advances in Information and Communication Technology","ICT Systems Security and Privacy Protection"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-78120-0_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,16]],"date-time":"2025-06-16T22:02:10Z","timestamp":1750111330000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-78120-0_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030781194","9783030781200"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-78120-0_11","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"15 June 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SEC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on ICT Systems Security and Privacy Protection","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Oslo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Norway","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 June 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 June 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"36","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sec2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.ifipsec.org\/2021\/index.html","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":"112","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":"28","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":"25% - 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":"4","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":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The conference was held virtually.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}