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
  • [21] A survey on fuzzy ontologies for the Semantic Web
    Zhang, Fu
    Cheng, Jingwei
    Ma, Zongmin
    KNOWLEDGE ENGINEERING REVIEW, 2016, 31 (03): : 278 - 321
  • [22] Consistency checking of Semantic Web ontologies
    Baclawski, K
    Kokar, MA
    Waldinger, R
    Kogut, PA
    SEMANTIC WEB - ISWC 2002, 2002, 2342 : 454 - 459
  • [23] Learning to match ontologies on the Semantic Web
    AnHai Doan
    Jayant Madhavan
    Robin Dhamankar
    Pedro Domingos
    Alon Halevy
    The VLDB Journal, 2003, 12 : 303 - 319
  • [24] Building virtual ontologies in semantic web
    Zhang, Xiang
    Li, Xing
    Wen, Yunqing
    Shen, Kai
    Hao, Jingkun
    Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2015, 45 (04): : 652 - 656
  • [25] A Realist Framework for Ontologies and the Semantic Web
    Mishra, Sanju
    Malik, Sonika
    Jain, N. K.
    Jain, Sarika
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON ECO-FRIENDLY COMPUTING AND COMMUNICATION SYSTEMS, 2015, 70 : 483 - 490
  • [26] Evaluating Semantic Relations by Exploring Ontologies on the Semantic Web
    Sabou, Marta
    Fernandez, Miriam
    Motta, Enrico
    NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, 2010, 5723 : 269 - 280
  • [27] Geospatial semantic web: Architecture of ontologies
    Kolas, Dave
    Dean, Mike
    Hebeler, John
    2006 IEEE AEROSPACE CONFERENCE, VOLS 1-9, 2006, : 3561 - +
  • [28] Working with multiple ontologies on the semantic web
    Grau, BC
    Parsia, B
    Sirin, E
    SEMANTIC WEB - ISWC 2004, PROCEEDINGS, 2004, 3298 : 620 - 634
  • [29] Towards Classification of Web Ontologies for the Emerging Semantic Web
    Fahad, Muhammad
    Moalla, Nejib
    Bouras, Abdelaziz
    Qadir, Muhammad Abdul
    Farukh, Muhammad
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2011, 17 (07) : 1021 - 1042
  • [30] The Semantic Web: Differentiating between taxonomies and ontologies
    Adams, K
    ONLINE, 2002, 26 (04): : 20 - 23