A framework for conceptual characterization of ontologies and its application in the cybersecurity domain

被引:2
|
作者
Franco Martins, Beatriz [1 ]
Serrano Gil, Lenin Javier [1 ,2 ]
Reyes Roman, Jose Fabian [1 ]
Ignacio Panach, Jose [3 ]
Pastor, Oscar [1 ]
Hadad, Moshe [4 ]
Rochwerger, Benny [4 ]
机构
[1] Univ Politecn Valencia, Valencian Res Inst Artificial Intelligence VRAIN, Camino Vera S-N, Valencia 46022, Spain
[2] Univ Pontificia Bolivariana, Ingn Sistemas & Informat, Km 7 Via Bucaramanga, Santander, Colombia
[3] Univ Valencia, Escola Tecn Super dEngn, Avinguda Univ, Valencia 46100, Spain
[4] Accenture Israel Cyber R&D Lab, Tel Aviv, Israel
来源
SOFTWARE AND SYSTEMS MODELING | 2022年 / 21卷 / 04期
关键词
Conceptual modeling; Ontology classification; Cybersecurity ontology; Ontology; FORMAL ONTOLOGY; PRINCIPLES; LANGUAGES;
D O I
10.1007/s10270-022-01013-0
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Organizations are actively seeking efficient solutions for the management and protection of their assets. However, Cybersecurity is a vast and complex domain, especially for large enterprises because it requires an interdisciplinary approach. Knowledge Graphs are one of the mechanisms that organizations use to explore security among assets and possible attacks. The grounding of concepts is fundamental to implementing Knowledge Graphs, and it is one of the most relevant ontology applications. Therefore, Cybersecurity Ontologies have emerged as an important research subject. The first contribution of this paper is a search for previously existing works that have defined Cybersecurity Ontologies. We found twenty-eight ontologies in this search. Based on this result, we propose a Cybersecurity Terminological Validation and a Framework for Classifying Ontologies. Then, we provide a cross-analysis of these two proposals and present a proposal of best practices for improving the ontological approach in the cybersecurity domain. We also discuss the impact of this proposal with regard to the Ontology Engineering process. Our goal is to provide a solution that meets the organization's needs in terms of Cybersecurity and to contribute to Ontology Engineering research.
引用
收藏
页码:1437 / 1464
页数:28
相关论文
共 50 条
  • [41] A method for extending ontologies with application to the materials science domain
    Li H.
    Armiento R.
    Lambrix P.
    Data Science Journal, 2019, 18 (01)
  • [42] The role of domain ontologies in database design: An ontology management and conceptual modeling environment
    Sugumaran, Vijayan
    Storey, Veda C.
    ACM TRANSACTIONS ON DATABASE SYSTEMS, 2006, 31 (03): : 1064 - 1094
  • [43] A framework for reviewing domain specific conceptual models
    Tanriover, O. Ozgur
    Bilgen, Semih
    COMPUTER STANDARDS & INTERFACES, 2011, 33 (05) : 448 - 464
  • [44] The Conceptual Framework for Financial Reporting as a Domain Ontology
    Gerber, Marthinus C.
    Gerber, Aurona J.
    van der Merwe, Alta
    AMCIS 2015 PROCEEDINGS, 2015,
  • [45] From Linguistic to Conceptual: A Framework Based on a Pipeline for Building Ontologies from Texts
    Benafia, Ali
    Mazouzi, Smaine
    Maamri, Ramdane
    Sahnoun, Zaidi
    Benafia, Sara
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2016, 20 (06) : 941 - 960
  • [46] Cybersecurity management in cloud computing: semantic literature review and conceptual framework proposal
    Tissir N.
    El Kafhali S.
    Aboutabit N.
    Journal of Reliable Intelligent Environments, 2021, 7 (02) : 69 - 84
  • [47] A Conceptual Model Analysis Framework: Analysing and Comparing Business Model Frameworks and Ontologies
    Lambert, Susan C.
    BUSINESS TRANSFORMATION THROUGH INNOVATION AND KNOWLEDGE MANAGEMENT: AN ACADEMIC PERSPECTIVE, VOLS 1-2, 2010, : 603 - 618
  • [48] A conceptual framework based on ontologies for knowledge management in e-Learning systems
    Pah, Iulian
    Maniu, Ionela
    Maniu, George
    Damian, Sergru
    PROCEEDINGS OF THE 6TH WSEAS INTERNATIONAL CONFERENCE ON EDUCATION AND EDUCATIONAL TECHNOLOGY (EDU'07): NEW HORIZONS IN EDUCATION AND EDUCATIONAL TECHNOLOGY, 2007, : 283 - +
  • [49] The nature of security: A conceptual framework for integral-comprehensive modeling of IT security and cybersecurity
    Villalon-Fonseca, Ricardo
    COMPUTERS & SECURITY, 2022, 120
  • [50] Extraction of ontologies from web pages: Conceptual modelling and tourism application
    Riadi-GDL Laboratory, ENSI Campus, Universitaire de la Manouba, Tunisia
    不详
    不详
    J. Internet Technol., 2007, 4 (411-421):