SecureOnt: A Security Ontology for Establishing Data Provenance in Semantic Web

Authors

  • Archana Patel Department of Software Engineering, School of Computing and Information Technology, Eastern International University, Vietnam
  • Narayan C. Debnath Department of Software Engineering, School of Computing and Information Technology, Eastern International University, Vietnam
  • Prashant Kumar Shukla Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India

DOI:

https://doi.org/10.13052/jwe1540-9589.21415

Keywords:

Security Ontology, , Data Provenance, Ontology Evaluation Tools, Semantic Web, Ontology Richness, Anomalies, Pitfall Rate

Abstract

Security becomes a primary concern during sharing of information over the web. To overcome this problem, many security ontologies have been developed so far. The available security ontologies help to track data provenance and contain different aspects of data security like confidentiality, integrity, data availability, and access control. This paper provides a security ontology for establishing data provenance in the semantic web. The proposed ontology contains a comprehensive knowledge base of data security by consolidating all the available security ontologies and derives data provenance with annotations at the extensional level and thus lower maintenance cost. By this paper, analysts and researchers find a road map, an overview of what exists in terms of security ontologies.

Downloads

Download data is not yet available.

Author Biographies

Archana Patel, Department of Software Engineering, School of Computing and Information Technology, Eastern International University, Vietnam

Archana Patel is working as a faculty of the Department of Software Engineering, School of Computing and Information Technology, Eastern International University, Binh Duong Province, Vietnam. She has completed her Postdoc from the Freie Universität Berlin, Berlin, Germany. She has filed a patent titled “Method and System for Creating Ontology of Knowledge Units in A Computing Environment” in Nov 2019. She has received Doctor of Philosophy (Ph.D.) in Computer Applications and PG degree both from the National Institute of Technology (NIT) Kurukshetra, India in 2020 and 2016 respectively. She has qualified GATE and UGC-NET/JRF exams in year 2017. Dr. Patel has also contributed in research project funded by Defence Research and Development Organization (DRDO), for the period of two year and her contribution in teaching is also remarkable. Dr. Patel is an author or co-author of more than 30 publications in numerous referred journals and conference proceedings. She has been awarded best paper award (four times) in the international conferences. She has served as a reviewer in various reputed journal and conferences. Dr. Patel has received various awards for presentation of research work at various international conferences, teaching and research institutions. She has edited five books and served as a guest editor in three journals namely Recent Advances in Computer Science and Communications, Recent Patents on Engineering, and Current Material Science. Dr. Patel served as a keynote at ICOECA-2022. Her research interests are Ontological Engineering, Semantic Web, Big Data, Expert System and Knowledge Warehouse.

Narayan C. Debnath, Department of Software Engineering, School of Computing and Information Technology, Eastern International University, Vietnam

Narayan C. Debnath is the Founding Dean of the School of Computing and Information Technology at Eastern International University, Vietnam. He is also serving as the Head of the Department of Software Engineering at Eastern International University, Vietnam. Dr. Debnath has been the Director of the International Society for Computers and their Applications (ISCA), USA since 2014. Formerly, Dr. Debnath served as a Full Professor of Computer Science at Winona State University, Minnesota, USA for 28 years (1989–2017). He was elected as the Chairperson of the Computer Science Department at Winona State University for 3 consecutive terms and assumed the role of the Chairperson of the Computer Science Department at Winona State University for 7 years (2010–2017).

Dr. Debnath earned a Doctor of Science (D.Sc.) degree in Computer Science and also a Doctor of Philosophy (Ph.D.) degree in Physics. In the past, he served as the elected President for 2 separate terms, Vice President, and Conference Coordinator of the International Society for Computers and their Applications, and has been a member of the ISCA Board of Directors since 2001. Before being elected as the Chairperson of the Department of Computer Science in 2010 at Winona State University, he served as the Acting Chairman of the Department. Dr. Debnath received numerous Honors and Awards while serving as a Professor of Computer Science during the period 1989 to 2017. During 1986–1989, Dr. Debnath served as an Assistant Professor of the Department of Mathematics and Computer Systems at the University of Wisconsin-River Falls, USA, where he was nominated for the prestigious US National Science Foundation (NSF) Presidential Young Investigator Award in 1989.

Dr. Debnath is an author or co-author of over 450 publications in numerous refereed journals and conference proceedings in Computer Science, Information Science, Information Technology, System Sciences, Mathematics, and Electrical Engineering. Dr. Debnath is an editor of several books published by Springer, Elsevier, CRC Press, and Bentham Science Press on emerging fields of computing. For last many years, Dr. Debnath has been organizing highly successful Special Sessions attracting a large number of quality submissions at both IEEE INDIN and IEEE ICIT. He also served as a guest editor of the Journal of Computational Methods in Science and Engineering (JCMSE) published by the IOS Press, the Netherlands. Dr. Debnath has been an active member of the ACM, IEEE Computer Society, Arab Computer Society, and a senior member of the ISCA.

Prashant Kumar Shukla, Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India

Prashant Kumar Shukla received his Master of Engineering in Software Systems from RGPV, Bhopal, Madhya Pradesh in 2010 and Ph.D. (Computer Science & Engineering) in 2018 from Dr. K. N. Modi University, Rajasthan, India. Presently, he has been working as an Associate Professor (Research) in the Department of computer science and engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, Andhra Pradesh from October 2021. He has also worked as an Assistant Professor (SG) and Research Coordinator in Jagran Lakecity University, Bhopal (MP) India from July 2019 to September 2021. He has also worked as Associate Professor in SISTech, Bhopal (MP) from Jan 2019 to July 2019 and as Associate Professor in SIRT, Bhopal (MP) India from 2011 to 2019.

He has been in teaching, research, innovation and industry for the past 20 years and working in the research areas like Artificial Intelligence, Machine Learning, Deep Learning, Data Science, Computer Vision, Internet of Things (IOT), Neural Networks, Software Engineering, Computer Networking and Network Security concerns. He has been granted 04 patents. He has been published 26 Indian patents and one Indian Copyright is granted. He has received funding for 2 research projects from Govt. He has published 16 research papers in SCI (Science Citation Index), 7 papers in Scopus indexed and 11 papers in peer reviewed journals and conferences. He has also published 02 Chapters in Scopus indexed edited book.

References

Buneman, P., Khanna, S., and Wang-Chiew, T. (2001, January). Why and where: A characterization of data provenance. In International conference on database theory (pp. 316–330). Springer, Berlin, Heidelberg.

Souag, A., Salinesi, C., and Comyn-Wattiau, I. (2012, June). Ontologies for security requirements: A literature survey and classification. In International conference on advanced information systems engineering (pp. 61–69). Springer, Berlin, Heidelberg.

Patel, A., and Debnath, N. C. (2022). Development of the InBan_CIDO Ontology by Reusing the Concepts Along with Detecting Overlapping Information. In Inventive Computation and Information Technologies (pp. 349–359). Springer, Singapore.

Blanco, C., Lasheras, J., Valencia-García, R., Fernández-Medina, E., Toval, A., and Piattini, M. (2008, March). A systematic review and comparison of security ontologies. In 2008 Third International Conference on Availability, Reliability and Security (pp. 813–820). Ieee.

Dalpra, H. L., Costa, G. C. B., Sirqueira, T. F. M., Braga, R. M., Campos, F., Werner, C. M. L., and David, J. M. N. (2015). Using Ontology and Data Provenance to Improve Software Processes. In ONTOBRAS.

Alneyadi, S., Sithirasenan, E., and Muthukkumarasamy, V. (2016). A survey on data leakage prevention systems. Journal of Network and Computer Applications, 62, 137–152.

Thuraisingham, B., Cadenhead, T., Kantarcioglu, M., and Khadilkar, V. (2014). Secure data provenance and inference control with semantic web. CRC Press.

Patel, A., Debnath, N. C., Mishra, A. K., and Jain, S. (2021). Covid19-IBO: a Covid-19 impact on Indian banking ontology along with an efficient schema matching approach. New Generation Computing, 39(3), 647–676.

Fileto, R., Medeiros, C. B., Liu, L., Pu, C., and Assad, E. D. (2003). Using domain ontologies to help track data provenance. In Embrapa Informática Agropecuária-Artigo em anais de congresso (ALICE). In: SIMPÓSIO BRASILEIRO DE BANCO DE DADOS, 18., 2003, Manaus. Anais… Manaus: Universidade Federal do Amazonas, 2003. pp. 84–98.

Kasten, A. (2016). Secure semantic web data management: confidentiality, integrity, and compliant availability in open and distributed networks (Doctoral dissertation, Universität Koblenz-Landau).

Xu, G., and Wang, Z. (2010, June). Data provenance architecture based on semantic web services. In 2010 Fifth IEEE International Symposium on Service Oriented System Engineering (pp. 91–94). IEEE.

Herzog, A., Shahmehri, N., and Duma, C. (2007). An ontology of information security. International Journal of Information Security and Privacy (IJISP), 1(4), 1–23.

Vorobiev, A., and Han, J. H. J. (2006, November). Security attack ontology for web services. In 2006 Semantics, Knowledge and Grid, Second International Conference on (pp. 42–42). IEEE.

Vorobiev, A., and Bekmamedova, N. (2010). An ontology-driven approach applied to information security. Journal of Research and Practice in Information Technology, 42(1), 61–76.

Ekelhart, A., Fenz, S., Klemen, M. D., and Weippl, E. R. (2006, December). Security ontology: Simulating threats to corporate assets. In International Conference on Information Systems Security (pp. 249–259). Springer, Berlin, Heidelberg.

OWL-S Ontology: http://www.daml.org/services/owl-s/security.html

Bhaumik, A. (2012). An Approach in Defining Information Assurance Patterns Based on Security Ontology and Meta-modeling. University of Nebraska at Omaha.

Published

2022-04-20

How to Cite

Patel, A. ., Debnath, N. C. ., & Shukla, P. K. . (2022). SecureOnt: A Security Ontology for Establishing Data Provenance in Semantic Web. Journal of Web Engineering, 21(04), 1347–1370. https://doi.org/10.13052/jwe1540-9589.21415

Issue

Section

Advances in Web Data Provenance for Mitigation of Web Application Security Risks