ONTOLOGIES AND THE SEMANTIC WEB FOR DIGITAL INVESTIGATION TOOL SELECTION

被引:0
|
作者
Wimmer, Hayden [1 ]
Chen, Lei [1 ]
Narock, Thomas [2 ]
机构
[1] Georgia Southern Univ, Dept Informat Technol, Statesboro, GA 30460 USA
[2] Notre Dame Maryland Univ, Dept Math Phys & Comp Studies, Baltimore, MD USA
关键词
Ontology; Digital Forensics; Computer Forensics; Forensic Tools; Resource Description Framework; Ontology Web Languages; SPARQL;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The nascent field of digital forensics is heavily influenced by practice. Much digital forensics research involves the use, evaluation, and categorization of the multitude of tools available to researchers and practitioners. As technology evolves at an increasingly rapid pace, the digital forensics field must constantly adapt by creating and evaluating new tools and techniques to perform forensic analysis on many disparate systems such as desktops, notebook computers, mobile devices, cloud, and personal wearable sensor devices, among many others. While researchers have attempted to use ontologies to classify the digital forensics domain on various dimensions, no ontology of digital forensic tools has been developed that defines the capabilities and relationships among the various digital forensic tools. To address this gap, this work develops an ontology using Resource Description Framework (RDF) and Ontology Web Language (OWL) which is searchable via SP ARQL (an RDF query language) and catalogues common digital forensic tools. Following the concept of ontology design patterns, our ontology has a modular design to promote integration with existing ontologies. Furthermore, we progress to a semantic web application that employs reasoning in order to aid digital investigators with selecting an appropriate tool. This work serves as an important step towards building the knowledge of digital forensics tools. Additionally, this research sets the preliminary stage to bringing semantic web technology to the digital forensics domain as well as facilitates expanding the developed ontology to other tools and features, relationships, and forensic techniques.
引用
收藏
页码:21 / 45
页数:25
相关论文
共 50 条
  • [31] Ontologies and Semantic Web for the Internet of Things - A Survey
    Szilagyi, Ioan
    Wira, Patrice
    PROCEEDINGS OF THE IECON 2016 - 42ND ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2016, : 6949 - 6954
  • [32] Adding the temporal relations in semantic web ontologies
    Jung, KH
    Kong, HJ
    Choi, JH
    Moon, Y
    Kim, P
    LOGIC PROGRAMMING, PROCEEDINGS, 2003, 2916 : 487 - 488
  • [33] A Novel Visualization for Ontologies of Semantic Web Representation
    Cai, Zhi
    Shi, Kangkai
    Yang, Hongli
    2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN), 2015, : 1371 - 1374
  • [34] Semantic web and ontologies in document information processing
    Pedraza-Jimenez, Rafael
    Codina, Lluis
    Rovira, Cristofol
    PROFESIONAL DE LA INFORMACION, 2007, 16 (06): : 569 - 578
  • [35] Managing multiple and distributed ontologies on the Semantic Web
    Maedche, A
    Motik, B
    Stojanovic, L
    VLDB JOURNAL, 2003, 12 (04): : 286 - 302
  • [36] APPLICATION OF ONTOLOGIES AND SEMANTIC WEB FOR FACILITATION OF ECOLOGY
    Chikalanov, Alexandre
    Stoyanov, Stoyan
    Lyubenova, Mariyana
    Lyubenova, Velichka
    COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES, 2012, 65 (05): : 599 - 608
  • [37] Representing the spatial relations in the semantic web ontologies
    Kong, H
    Jung, K
    Choi, J
    Kim, W
    Kim, P
    Park, J
    AI 2003: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2003, 2903 : 77 - 87
  • [38] Semantic web ontologies and entailment: Complexity aspects
    ter Horst, Herman J.
    INTELLIGENT ALGORITHMS IN AMBIENT AND BIOMEDICAL COMPUTING, 2006, 7 : 215 - 242
  • [39] Semantic Web and Ontologies to Preserve Gastronomic Knowledge
    Lewis, Christopher N.
    Cabrera, Víctor L.
    Riley D, Jeanette V.
    De Castillo, Inmaculada
    2022 5th Congreso Internacional en Inteligencia Ambiental, Ingenieria de Software y Salud Electronica y Movil, AmITIC 2022, 2022,
  • [40] A novel approach for ranking ontologies on the Semantic web
    Yu, Wei
    Cao, Jiaheng
    Chen, Junpeng
    2006 1ST INTERNATIONAL SYMPOSIUM ON PERVASIVE COMPUTING AND APPLICATIONS, PROCEEDINGS, 2006, : 608 - +