{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T18:58:15Z","timestamp":1770231495123,"version":"3.49.0"},"publisher-location":"Singapore","reference-count":34,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819698714","type":"print"},{"value":"9789819698721","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[[2025]]},"DOI":"10.1007\/978-981-96-9872-1_20","type":"book-chapter","created":{"date-parts":[[2025,7,23]],"date-time":"2025-07-23T14:34:59Z","timestamp":1753281299000},"page":"239-250","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["CTI-Shapley: An ATT&CK-Guided Enhanced Shapley Value Mechanism for Benefit Distribution in Cyber Threat Intelligence Sharing"],"prefix":"10.1007","author":[{"given":"Xuanye","family":"Peng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guangxiang","family":"Dai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,7,24]]},"reference":[{"issue":"6","key":"20_CR1","doi-asserted-by":"publisher","first-page":"1333","DOI":"10.3390\/electronics12061333","volume":"12","author":"\u00d6 Aslan","year":"2023","unstructured":"Aslan, \u00d6., Aktu\u011f, S.S., Ozkan-Okay, M.: A comprehensive review of cyber security vulnerabilities, threats, attacks, and solutions. Electronics 12(6), 1333 (2023)","journal-title":"Electronics"},{"key":"20_CR2","doi-asserted-by":"crossref","unstructured":"Wang, Y., Liu, H., Li, Z.: Combating advanced persistent threats: challenges and solutions. IEEE Netw. (2024)","DOI":"10.1109\/MNET.2024.3389734"},{"key":"20_CR3","doi-asserted-by":"publisher","first-page":"103809","DOI":"10.1016\/j.jnca.2023.103809","volume":"223","author":"M Al-Hawawreh","year":"2024","unstructured":"Al-Hawawreh, M., Alazab, M., Ferrag, M.A.: Securing the industrial internet of things against ransomware attacks: a comprehensive analysis of the emerging threat landscape and detection mechanisms. J. Netw. Comput. Appl. 223, 103809 (2024)","journal-title":"J. Netw. Comput. Appl."},{"key":"20_CR4","first-page":"301508","volume":"44","author":"A Andreoli","year":"2023","unstructured":"Andreoli, A., Lounis, A., Debbabi, M.: On the prevalence of software supply chain attacks: empirical study and investigative framework. Forensic Sci. Int. Digit. Invest. 44, 301508 (2023)","journal-title":"Forensic Sci. Int. Digit. Invest."},{"key":"20_CR5","doi-asserted-by":"publisher","first-page":"6854","DOI":"10.1109\/TEM.2023.3279274","volume":"71","author":"V Jesus","year":"2023","unstructured":"Jesus, V., Bains, B., Chang, V.: Sharing is caring: hurdles and prospects of open, crowdsourced cyber threat intelligence. IEEE Trans. Eng. Manage. 71, 6854\u20136873 (2023)","journal-title":"IEEE Trans. Eng. Manage."},{"issue":"4","key":"20_CR6","doi-asserted-by":"publisher","first-page":"2435","DOI":"10.62754\/joe.v3i4.3766","volume":"3","author":"O Eltayeb","year":"2024","unstructured":"Eltayeb, O.: Cyber defense using cyber threat intelligence to anticipate and avoid future cyber attacks. J. Ecohumanism 3(4), 2435\u20132455 (2024)","journal-title":"J. Ecohumanism"},{"key":"20_CR7","unstructured":"Bouwman, X., Le Pochat, V., Foremski, P., et al.: Helping hands: measuring the impact of a large threat intelligence sharing community. In: Proceedings of the 31st USENIX Security Symposium (USENIX Security 2022), pp. 1149\u20131165 (2022)"},{"issue":"5","key":"20_CR8","doi-asserted-by":"publisher","first-page":"4273","DOI":"10.1109\/TDSC.2022.3214423","volume":"20","author":"S Purohit","year":"2022","unstructured":"Purohit, S., Neupane, R., Bhamidipati, N.R., et al.: Cyber threat intelligence sharing for co-operative defense in multi-domain entities. IEEE Trans. Dependable Secure Comput. 20(5), 4273\u20134290 (2022)","journal-title":"IEEE Trans. Dependable Secure Comput."},{"key":"20_CR9","unstructured":"Peng, X., Dai, G., Wang, P., et al.: A review of benefit distribution mechanisms in threat intelligence sharing. J. Cyber Secur. (2025)"},{"issue":"3","key":"20_CR10","doi-asserted-by":"publisher","first-page":"934","DOI":"10.1016\/j.ejor.2019.12.016","volume":"284","author":"S Solak","year":"2020","unstructured":"Solak, S., Zhuo, Y.: Optimal policies for information sharing in information system security. Eur. J. Oper. Res. 284(3), 934\u2013950 (2020)","journal-title":"Eur. J. Oper. Res."},{"key":"20_CR11","doi-asserted-by":"publisher","unstructured":"Lalropuia, K.C., Goyal, S., de Soto, B.G.: Game theoretic modeling of\u00a0insider threats in an organization. In: Andreoni, M. (eds.) Applied Cryptography and Network Security Workshops. ACNS 2024. Lecture Notes in Computer Science, vol. 14587, pp. 188\u2013192. Springer, Cham (2024). https:\/\/doi.org\/10.1007\/978-3-031-61489-7_12","DOI":"10.1007\/978-3-031-61489-7_12"},{"key":"20_CR12","doi-asserted-by":"publisher","first-page":"120129","DOI":"10.1016\/j.eswa.2023.120129","volume":"225","author":"X Gao","year":"2023","unstructured":"Gao, X., Qiu, M., Gong, S., et al.: Information security investment for complementary and substitutable firms: the role of technology similarity. Expert Syst. Appl. 225, 120129 (2023)","journal-title":"Expert Syst. Appl."},{"key":"20_CR13","doi-asserted-by":"publisher","first-page":"117894","DOI":"10.1016\/j.eswa.2022.117894","volume":"206","author":"X Gao","year":"2022","unstructured":"Gao, X., Gong, S., Wang, Y., et al.: An economic analysis of information security decisions with mandatory security standards in resource sharing environments. Expert Syst. Appl. 206, 117894 (2022)","journal-title":"Expert Syst. Appl."},{"key":"20_CR14","doi-asserted-by":"crossref","unstructured":"Vamvoudakis, K.G., Fotiadis, F., Hespanha, J.P., et al.: Game theory for autonomy: from min-max optimisation to equilibrium and bounded rationality learning. In: Proceedings of the 2023 American Control Conference (ACC), pp. 4363\u20134380. IEEE, San Diego (2023)","DOI":"10.23919\/ACC55779.2023.10156432"},{"key":"20_CR15","doi-asserted-by":"publisher","unstructured":"Layfield, R., Kantarcioglu, M., Thuraisingham, B.: Incentive and trust issues in assured information sharing. In: Bertino, E., Joshi, J.B.D. (eds.) Collaborative Computing: Networking, Applications and Worksharing. CollaborateCom 2008. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 10, pp. 113\u2013125. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-642-03354-4_10","DOI":"10.1007\/978-3-642-03354-4_10"},{"key":"20_CR16","doi-asserted-by":"crossref","unstructured":"Tosh, D., Sengupta, S., Kamhoua, C., et al.: An evolutionary game-theoretic framework for cyber-threat information sharing. In: Proceedings of the 2015 IEEE International Conference on Communications (ICC), pp. 7341\u20137346. IEEE, London (2015)","DOI":"10.1109\/ICC.2015.7249499"},{"key":"20_CR17","doi-asserted-by":"publisher","unstructured":"Tosh, D.K., Shetty, S., Sengupta, S., Kesan, J.P., Kamhoua, C.A.: Risk management using cyber-threat information sharing and cyber-insurance. In: Duan, L., Sanjab, A., Li, H., Chen, X., Materassi, D., Elazouzi, R. (eds.) Game Theory for Networks. GameNets 2017. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 212, pp. 154\u2013164. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-67540-4_14","DOI":"10.1007\/978-3-319-67540-4_14"},{"key":"20_CR18","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/j.jcss.2016.08.005","volume":"98","author":"D Tosh","year":"2018","unstructured":"Tosh, D., Sengupta, S., Kamhoua, C.A., et al.: Establishing evolutionary game models for cyber security information exchange (Cybex). J. Comput. Syst. Sci. 98, 27\u201352 (2018)","journal-title":"J. Comput. Syst. Sci."},{"key":"20_CR19","doi-asserted-by":"crossref","unstructured":"Kamhoua, C., Martin, A., Tosh, D.K., et al.: Cyber-threats information sharing in cloud computing: a game theoretic approach. In: Proceedings of the 2015 IEEE 2nd International Conference on Cyber Security and Cloud Computing, pp. 382\u2013389. IEEE, New York (2015)","DOI":"10.1109\/CSCloud.2015.80"},{"issue":"11","key":"20_CR20","doi-asserted-by":"publisher","first-page":"2454","DOI":"10.3390\/electronics12112454","volume":"12","author":"X Ma","year":"2023","unstructured":"Ma, X., Yu, D., Du, Y., et al.: A blockchain-based incentive mechanism for sharing cyber threat intelligence. Electronics 12(11), 2454 (2023)","journal-title":"Electronics"},{"issue":"11","key":"20_CR21","doi-asserted-by":"publisher","first-page":"4255","DOI":"10.1002\/rnc.4794","volume":"30","author":"B De Witte","year":"2020","unstructured":"De Witte, B., Frasca, P., Overvest, B., et al.: Protecting shared information in networks: a network security game with strategic attacks. Int. J. Robust Nonlinear Control 30(11), 4255\u20134277 (2020)","journal-title":"Int. J. Robust Nonlinear Control"},{"key":"20_CR22","doi-asserted-by":"crossref","unstructured":"Astaburuaga, I., Sengupta, S.: Game theory for privacy-preserving cybersecurity information exchange framework. In: Proceedings of the 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), pp. 730\u2013735. IEEE, Las Vegas (2024)","DOI":"10.1109\/CCNC51664.2024.10454694"},{"key":"20_CR23","doi-asserted-by":"crossref","unstructured":"Winter, E.: The shapley value. In: Handbook of Game Theory with Economic Applications, vol. 3, pp. 2025\u20132054 (2002)","DOI":"10.1016\/S1574-0005(02)03016-3"},{"key":"20_CR24","doi-asserted-by":"crossref","unstructured":"Vakilinia, I., Sengupta, S.: A coalitional game theory approach for cybersecurity information sharing. In: MILCOM 2017\u20132017 IEEE Military Communications Conference (MILCOM), pp. 237\u2013242. IEEE, Baltimore (2017)","DOI":"10.1109\/MILCOM.2017.8170845"},{"key":"20_CR25","doi-asserted-by":"publisher","unstructured":"Shi, H., et al.: Threat intelligence sharing model and profit distribution based on blockchain and smart contracts. In: Liu, Q., Liu, X., Chen, B., Zhang, Y., Peng, J. (eds.) Proceedings of the 11th International Conference on Computer Engineering and Networks. Lecture Notes in Electrical Engineering, vol. 808, pp. 645\u2013654. Springer, Singapore (2022). https:\/\/doi.org\/10.1007\/978-981-16-6554-7_70","DOI":"10.1007\/978-981-16-6554-7_70"},{"key":"20_CR26","doi-asserted-by":"crossref","unstructured":"Xie, W., Yu, X., Zhang, Y., et al.: An improved shapley value benefit distribution mechanism in cooperative game of cyber threat intelligence sharing. In: IEEE INFOCOM 2020\u2013IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp. 810\u2013815. IEEE, Toronto (2020)","DOI":"10.1109\/INFOCOMWKSHPS50562.2020.9162739"},{"key":"20_CR27","doi-asserted-by":"crossref","unstructured":"Jullum, M., Redelmeier, A., Aas, K.: GroupShapley: efficient prediction explanation with shapley values for feature groups. arXiv preprint arXiv:2106.12228 (2021)","DOI":"10.32614\/CRAN.package.shapr"},{"key":"20_CR28","doi-asserted-by":"crossref","unstructured":"Abdeen, B., Alahmadi, A., et al.: SMET: semantic mapping of CTI reports and CVE to ATT&CK for advanced threat intelligence. J. Comput. Secur., 1\u201320 (2024, preprint)","DOI":"10.3233\/JCS-230218"},{"key":"20_CR29","doi-asserted-by":"publisher","first-page":"103815","DOI":"10.1016\/j.cose.2024.103815","volume":"140","author":"L Li","year":"2024","unstructured":"Li, L., Huang, C., Chen, J.: Automated discovery and mapping ATT&CK tactics and techniques for unstructured cyber threat intelligence. Comput. Secur. 140, 103815 (2024)","journal-title":"Comput. Secur."},{"key":"20_CR30","unstructured":"Noel, L.: RedAI: a machine learning approach to cyber threat intelligence. J. Comput. Secur., 1\u201320 (2021, preprint)"},{"key":"20_CR31","doi-asserted-by":"publisher","first-page":"108826","DOI":"10.1016\/j.asoc.2022.108826","volume":"122","author":"C Liu","year":"2022","unstructured":"Liu, C., Wang, J., Chen, X.: Threat intelligence ATT&CK extraction based on the attention transformer hierarchical recurrent neural network. Appl. Soft Comput. 122, 108826 (2022)","journal-title":"Appl. Soft Comput."},{"issue":"8","key":"20_CR32","doi-asserted-by":"publisher","first-page":"1870","DOI":"10.1093\/comjnl\/bxac048","volume":"66","author":"Z Yu","year":"2023","unstructured":"Yu, Z., Wang, J.F., Tang, B.H., et al.: Tactics and techniques classification in cyber threat intelligence. Comput. J. 66(8), 1870\u20131881 (2023)","journal-title":"Comput. J."},{"issue":"1","key":"20_CR33","doi-asserted-by":"publisher","first-page":"7875910","DOI":"10.1155\/2022\/7875910","volume":"2022","author":"S Zhang","year":"2022","unstructured":"Zhang, S., Chen, P., Bai, G., et al.: An automatic assessment method of cyber threat intelligence combined with ATT&CK matrix. Wirel. Commun. Mob. Comput. 2022(1), 7875910 (2022)","journal-title":"Wirel. Commun. Mob. Comput."},{"key":"20_CR34","doi-asserted-by":"publisher","unstructured":"Cai, W., Chen, H., Chen, H., Liu, F.: Optimal defense strategy for multi-agents using value decomposition networks. In: Huang, DS., Zhang, X., Pan, Y. (eds.) Advanced Intelligent Computing Technology and Applications. ICIC 2024. Lecture Notes in Computer Science, vol. 14863, pp. 504\u2013516. Springer, Singapore (2024). https:\/\/doi.org\/10.1007\/978-981-97-5581-3_41","DOI":"10.1007\/978-981-97-5581-3_41"}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing Technology and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-96-9872-1_20","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T06:23:42Z","timestamp":1770186222000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-96-9872-1_20"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9789819698714","9789819698721"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-981-96-9872-1_20","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"24 July 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ningbo","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":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 July 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icic2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ic-icc.cn\/icg\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}