{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T19:33:46Z","timestamp":1793129626638,"version":"4.5.0"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031431289","type":"print"},{"value":"9783031431296","type":"electronic"}],"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\/978-3-031-43129-6_17","type":"book-chapter","created":{"date-parts":[[2023,9,15]],"date-time":"2023-09-15T05:02:14Z","timestamp":1694754134000},"page":"169-178","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Integrating Human Factors into\u00a0Agent-Based Simulation for\u00a0Dynamic Phishing Susceptibility"],"prefix":"10.1007","author":[{"given":"Jeongkeun","family":"Shin","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kathleen M.","family":"Carley","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"L. Richard","family":"Carley","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2023,9,16]]},"reference":[{"key":"17_CR1","doi-asserted-by":"publisher","first-page":"29775","DOI":"10.1109\/ACCESS.2021.3058403","volume":"9","author":"I Zografopoulos","year":"2021","unstructured":"Zografopoulos, I., Ospina, J., Liu, X., Konstantinou, C.: Cyber-physical energy systems security: threat modeling, risk assessment, resources, metrics, and case studies. IEEE Access 9, 29775\u201329818 (2021)","journal-title":"IEEE Access"},{"key":"17_CR2","doi-asserted-by":"crossref","unstructured":"Crussell, J., Kroeger, T.M., Brown, A., Phillips, C.: Virtually the same: comparing physical and virtual testbeds. In: 2019 International Conference on Computing, Networking and Communications (ICNC), pp. 847\u2013853. IEEE, 2019","DOI":"10.1109\/ICCNC.2019.8685630"},{"key":"17_CR3","doi-asserted-by":"crossref","unstructured":"Carley, K.M.: Computational organization science: a new frontier. In: Proceedings of the National Academy of Sciences 99, no. suppl_3, 7257\u20137262 (2002)","DOI":"10.1073\/pnas.082080599"},{"key":"17_CR4","doi-asserted-by":"crossref","unstructured":"IBM: IBM security services 2014 cyber security intelligence index. (2014)","DOI":"10.1016\/S1353-4858(14)70003-0"},{"issue":"6","key":"17_CR5","doi-asserted-by":"publisher","first-page":"504","DOI":"10.1016\/S0092-6566(03)00046-1","volume":"37","author":"SD Gosling","year":"2003","unstructured":"Gosling, S.D., Rentfrow, P.J., Swann, W.B.: A very brief measure of the big-five personality domains. J. Res. Pers. 37(6), 504\u2013528 (2003)","journal-title":"J. Res. Pers."},{"key":"17_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1007\/978-3-319-60240-0_18","volume-title":"Social, Cultural, and Behavioral Modeling","author":"GB Dobson","year":"2017","unstructured":"Dobson, G.B., Carley, K.M.: Cyber-FIT: an agent-based modelling approach to simulating cyber warfare. In: Lee, D., Lin, Y.-R., Osgood, N., Thomson, R. (eds.) SBP-BRiMS 2017. LNCS, vol. 10354, pp. 139\u2013148. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-60240-0_18"},{"key":"17_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1007\/978-3-319-93372-6_43","volume-title":"Social, Cultural, and Behavioral Modeling","author":"GB Dobson","year":"2018","unstructured":"Dobson, G.B., Carley, K.M.: A computational model of cyber situational awareness. In: Thomson, R., Dancy, C., Hyder, A., Bisgin, H. (eds.) SBP-BRiMS 2018. LNCS, vol. 10899, pp. 395\u2013400. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-93372-6_43"},{"key":"17_CR8","doi-asserted-by":"publisher","unstructured":"Shin, J., Dobson, G.B., Carley, K.M., Richard Carley, L.: OSIRIS: organization simulation in response to intrusion strategies. In: Social, Cultural, and Behavioral Modeling: 15th International Conference, SBP-BRiMS 2022, Pittsburgh, PA, USA, September 20\u201323, 2022, Proceedings, pp. 134\u2013143. Springer International Publishing, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-17114-7_13","DOI":"10.1007\/978-3-031-17114-7_13"},{"key":"17_CR9","unstructured":"Shin, J., Richard Carley, L., Dobson, G.B., Carley, K.M.: Modeling and simulation of the human firewall against phishing attacks in small and medium-sized businesses. In: 2023 Annual Modeling and Simulation Conference (ANNSIM), pp. 369\u2013380. IEEE (2023)"},{"key":"17_CR10","doi-asserted-by":"crossref","unstructured":"Uebelacker, S., Quiel, S.: The social engineering personality framework. In: 2014 Workshop on Socio-Technical Aspects in Security and Trust, pp. 24\u201330. IEEE (2014)","DOI":"10.1109\/STAST.2014.12"},{"key":"17_CR11","unstructured":"Parrish, J.L., Bailey, J.L., Courtney, J.F.: A personality based model for determining susceptibility to phishing attacks. Little Rock: University of Arkansas, 285\u2013296 (2009)"},{"key":"17_CR12","doi-asserted-by":"crossref","unstructured":"Tornblad, M.K., Jones, K.S., Siami Namin, A., Choi, J.: Characteristics that predict phishing susceptibility: a review. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 65, no. 1, pp. 938\u2013942. Sage CA: Los Angeles, CA: SAGE Publications (2021)","DOI":"10.1177\/1071181321651330"},{"issue":"5","key":"17_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3336141","volume":"26","author":"T Lin","year":"2019","unstructured":"Lin, T., et al.: Susceptibility to spear-phishing emails: effects of internet user demographics and email content. ACM Trans. Comput.-Hum. Interact. (TOCHI) 26(5), 1\u201328 (2019)","journal-title":"ACM Trans. Comput.-Hum. Interact. (TOCHI)"},{"key":"17_CR14","doi-asserted-by":"crossref","unstructured":"Lawson, P., Zielinska, O., Pearson, C., Mayhorn, C.B.: Interaction of personality and persuasion tactics in email phishing attacks. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 61, no. 1, pp. 1331\u20131333. Sage CA: Los Angeles, CA: SAGE Publications (2017)","DOI":"10.1177\/1541931213601815"},{"issue":"3","key":"17_CR15","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1108\/IMCS-05-2013-0032","volume":"22","author":"S Purkait","year":"2014","unstructured":"Purkait, S., De Kumar, S., Suar, D.: An empirical investigation of the factors that influence Internet user\u2019s ability to correctly identify a phishing website. Inf. Manage. Comput. Secur. 22(3), 194\u2013234 (2014)","journal-title":"Inf. Manage. Comput. Secur."},{"issue":"4","key":"17_CR16","doi-asserted-by":"publisher","first-page":"155","DOI":"10.5214\/ans.0972.7531.200408","volume":"20","author":"H Ebbinghaus","year":"2013","unstructured":"Ebbinghaus, H.: Memory: a contribution to experimental psychology. Ann. Neurosci. 20(4), 155 (2013)","journal-title":"Ann. Neurosci."},{"key":"17_CR17","doi-asserted-by":"crossref","unstructured":"Kumaraguru, P., Rhee, Y., Acquisti, A., Faith Cranor, L., Hong, J., Nunge, E.: Protecting people from phishing: the design and evaluation of an embedded training email system. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 905\u2013914 (2007)","DOI":"10.1145\/1240624.1240760"},{"key":"17_CR18","doi-asserted-by":"crossref","unstructured":"Kumaraguru, P., Sheng, S., Acquisti, A., Faith Cranor, L., Hong, J.: Lessons from a real world evaluation of anti-phishing training. In: 2008 eCrime Researchers Summit, pp. 1\u201312. IEEE (2008)","DOI":"10.1109\/ECRIME.2008.4696970"},{"key":"17_CR19","doi-asserted-by":"crossref","unstructured":"Kumaraguru, P., et al.: Getting users to pay attention to anti-phishing education: evaluation of retention and transfer. In: Proceedings of the Anti-phishing Working Groups 2nd Annual eCrime Researchers Summit, pp. 70\u201381 (2007)","DOI":"10.1145\/1299015.1299022"},{"key":"17_CR20","doi-asserted-by":"crossref","unstructured":"Kumaraguru, P., et al.: School of phish: a real-world evaluation of anti-phishing training. In: Proceedings of the 5th Symposium on Usable Privacy and Security, pp. 1\u201312 (2009)","DOI":"10.1145\/1572532.1572536"},{"key":"17_CR21","doi-asserted-by":"crossref","unstructured":"Sheng, S., Holbrook, M., Kumaraguru, P., Faith Cranor, L., Downs, J.: Who falls for phish? A demographic analysis of phishing susceptibility and effectiveness of interventions. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 373\u2013382 (2010)","DOI":"10.1145\/1753326.1753383"}],"container-title":["Lecture Notes in Computer Science","Social, Cultural, and Behavioral Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-43129-6_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T16:31:06Z","timestamp":1710261066000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-43129-6_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031431289","9783031431296"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-43129-6_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"16 September 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SBP-BRiMS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pittsburgh, PA","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","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":"20 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sbp2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.sbp-brims.org","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":"73","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":"31","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":"42% - 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":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}