{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T00:16:45Z","timestamp":1760401005212,"version":"build-2065373602"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031962301"},{"type":"electronic","value":"9783031962318"}],"license":[{"start":{"date-parts":[[2025,6,22]],"date-time":"2025-06-22T00:00:00Z","timestamp":1750550400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,6,22]],"date-time":"2025-06-22T00:00:00Z","timestamp":1750550400000},"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":[[2026]]},"DOI":"10.1007\/978-3-031-96231-8_28","type":"book-chapter","created":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T01:56:55Z","timestamp":1750471015000},"page":"383-393","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Integrating AI and\u00a0RDF Knowledge Graphs with\u00a0MITRE ATT&CK for\u00a0CTI Insights"],"prefix":"10.1007","author":[{"given":"Apostolos","family":"Mavridis","sequence":"first","affiliation":[]},{"given":"Stergios","family":"Tegos","sequence":"additional","affiliation":[]},{"given":"Christos","family":"Anastasiou","sequence":"additional","affiliation":[]},{"given":"Maria","family":"Papoutsoglou","sequence":"additional","affiliation":[]},{"given":"Georgios","family":"Meditskos","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,6,22]]},"reference":[{"issue":"5","key":"28_CR1","doi-asserted-by":"publisher","first-page":"917","DOI":"10.3390\/electronics13050917","volume":"13","author":"DS Afenu","year":"2024","unstructured":"Afenu, D.S., Asiri, M., Saxena, N.: Industrial control systems security validation based on MITRE adversarial tactics, techniques, and common knowledge framework. Electronics 13(5), 917 (2024)","journal-title":"Electronics"},{"key":"28_CR2","doi-asserted-by":"crossref","unstructured":"Akinrolabu, O., Agrafiotis, I., Erola, A.: The challenge of detecting sophisticated attacks: insights from SOC analysts. In: Proceedings of the 13th International Conference on Availability, Reliability and Security, pp.\u00a01\u20139 (2018)","DOI":"10.1145\/3230833.3233280"},{"key":"28_CR3","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3344680","author":"M Al-Sada","year":"2024","unstructured":"Al-Sada, M.: Analysis and characterization of cyber threats leveraging the MITRE ATT &CK database. IEEE Access (2024). https:\/\/doi.org\/10.1109\/access.2023.3344680","journal-title":"IEEE Access"},{"issue":"9","key":"28_CR4","doi-asserted-by":"publisher","first-page":"3267","DOI":"10.3390\/s21093267","volume":"21","author":"A Georgiadou","year":"2021","unstructured":"Georgiadou, A., Mouzakitis, S., Askounis, D.: Assessing MITRE ATT &CK risk using a cyber-security culture framework. Sensors 21(9), 3267 (2021)","journal-title":"Sensors"},{"issue":"9","key":"28_CR5","doi-asserted-by":"publisher","first-page":"314","DOI":"10.3390\/a15090314","volume":"15","author":"A Grigorescu","year":"2022","unstructured":"Grigorescu, A., et al.: CVE2ATT &CK: BERT-based mapping of CVEs to MITRE ATT &CK techniques. Algorithms 15(9), 314 (2022). https:\/\/doi.org\/10.3390\/a15090314","journal-title":"Algorithms"},{"key":"28_CR6","doi-asserted-by":"publisher","first-page":"158239","DOI":"10.1109\/ACCESS.2021.3133260","volume":"9","author":"M Jadidi","year":"2021","unstructured":"Jadidi, M., L\u00fc, S.: A threat hunting framework for industrial control systems. IEEE Access 9, 158239\u2013158254 (2021). https:\/\/doi.org\/10.1109\/ACCESS.2021.3133260","journal-title":"IEEE Access"},{"key":"28_CR7","doi-asserted-by":"crossref","unstructured":"Kuppa, A., Aouad, L., Le-Khac, N.A.: Linking CVE\u2019s to MITRE ATT &CK techniques. In: Proceedings of the 16th International Conference on Availability, Reliability and Security, pp. 1\u201312 (2021)","DOI":"10.1145\/3465481.3465758"},{"key":"28_CR8","unstructured":"MITRE Corporation: MITRE ATT &CK\u00ae: a knowledge base of adversary tactics and techniques (nd). https:\/\/attack.mitre.org\/. Accessed [insert date of access]"},{"key":"28_CR9","doi-asserted-by":"crossref","unstructured":"S\u00e1nchez\u00a0del Monte, A., Hern\u00e1ndez-\u00c1lvarez, L.: Analysis of cyber-intelligence frameworks for AI data processing. Appl. Sci. 13(16), 9328 (2023)","DOI":"10.3390\/app13169328"},{"key":"28_CR10","volume":"1345","author":"Z Nan","year":"2019","unstructured":"Nan, Z., Bai, X.: The study on data migration from relational database to graph database. J. Phys: Conf. Ser. 1345, 022061 (2019)","journal-title":"J. Phys: Conf. Ser."},{"key":"28_CR11","doi-asserted-by":"publisher","unstructured":"Shen, G., Qin, Y., Wang, W., Yu, M., Guo, C.: Distant supervision for relations extraction via deep residual learning and multi-instance attention in cybersecurity. In: Security and Privacy in New Computing Environments: Third EAI International Conference, SPNCE 2020, Lyngby, Denmark, August 6-7, 2020, Proceedings 3, pp. 151\u2013161. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-66922-5_10","DOI":"10.1007\/978-3-030-66922-5_10"},{"key":"28_CR12","doi-asserted-by":"crossref","unstructured":"de\u00a0Melo\u00a0e Silva, A., Costa\u00a0Gondim, J.J., de\u00a0Oliveira\u00a0Albuquerque, R., Garc\u00eda\u00a0Villalba, L.J.: A methodology to evaluate standards and platforms within cyber threat intelligence. Future Internet 12(6), 108 (2020)","DOI":"10.3390\/fi12060108"},{"key":"28_CR13","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1016\/j.cose.2017.09.001","volume":"72","author":"W Tounsi","year":"2018","unstructured":"Tounsi, W., Rais, H.: A survey on technical threat intelligence in the age of sophisticated cyber attacks. Comput. Secur. 72, 212\u2013233 (2018)","journal-title":"Comput. Secur."}],"container-title":["IFIP Advances in Information and Communication Technology","Artificial Intelligence Applications and Innovations"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-96231-8_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T06:23:00Z","timestamp":1760336580000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-96231-8_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,22]]},"ISBN":["9783031962301","9783031962318"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-96231-8_28","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2025,6,22]]},"assertion":[{"value":"22 June 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Artificial Intelligence Applications and Innovations","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Limassol","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cyprus","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 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 June 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":"aiai2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ifipaiai.org\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}