IDEAS home Printed from https://ideas.repec.org/a/hin/complx/1625678.html
   My bibliography  Save this article

An Efficient Cryptosystem for Video Surveillance in the Internet of Things Environment

Author

Listed:
  • Rafik Hamza
  • Alzubair Hassan
  • Teng Huang
  • Lishan Ke
  • Hongyang Yan

Abstract

Surveillance systems paradigm envisions the pervasive interconnection and cooperation of interactive devices over the Internet infrastructure. Nevertheless, dissemination and processing of surveillance video amid the Internet of Things (IoT) applications become a susceptible issue due to the large volume and the significant information of these data. Moreover, surveillance devices on IoT have very limited resources such as memory and storage. The actual security methods are not quite appropriate for surveillance IoT systems. Thus, a particular cryptosystem technique is required for surveillance data security. In this paper, we propose an efficient cryptosystem to secure IoT-based surveillance systems. The proposed cryptosystem framework contains three parts. First, a lightweight automatic summarization technique based on a fast histogram-clustering approach is used to extract the keyframes from the surveillance video. Then, we employ a discrete cosine transform (DCT) technique to compress the extracted data size. Finally, the proposed framework performs an efficient image encryption algorithm by employing a discrete fractional random transform (DFRT). The testing results and analysis confirm the features of the proposed cryptosystem on surveillance systems. The proposed framework is fast and ensures secure and efficient real-time processing by minimizing the transmission cost and storage.

Suggested Citation

  • Rafik Hamza & Alzubair Hassan & Teng Huang & Lishan Ke & Hongyang Yan, 2019. "An Efficient Cryptosystem for Video Surveillance in the Internet of Things Environment," Complexity, Hindawi, vol. 2019, pages 1-11, December.
  • Handle: RePEc:hin:complx:1625678
    DOI: 10.1155/2019/1625678
    as

    Download full text from publisher

    File URL: http://downloads.hindawi.com/journals/8503/2019/1625678.pdf
    Download Restriction: no

    File URL: http://downloads.hindawi.com/journals/8503/2019/1625678.xml
    Download Restriction: no

    File URL: https://libkey.io/10.1155/2019/1625678?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Felix Wortmann & Kristina Flüchter, 2015. "Internet of Things," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(3), pages 221-224, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Munir, Noor & Khan, Majid & Jamal, Sajjad Shaukat & Hazzazi, Mohammad Mazyad & Hussain, Iqtadar, 2021. "Cryptanalysis of hybrid secure image encryption based on Julia set fractals and three-dimensional Lorenz chaotic map," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 190(C), pages 826-836.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Marietheres Dietz & Günther Pernul, 2020. "Digital Twin: Empowering Enterprises Towards a System-of-Systems Approach," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 62(2), pages 179-184, April.
    2. Akhtar, Pervaiz & Khan, Zaheer & Tarba, Shlomo & Jayawickrama, Uchitha, 2018. "The Internet of Things, dynamic data and information processing capabilities, and operational agility," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 307-316.
    3. Kashif Zia & Arshad Muhammad & Abbas Khalid & Ahmad Din & Alois Ferscha, 2019. "Towards Exploration of Social in Social Internet of Vehicles Using an Agent-Based Simulation," Complexity, Hindawi, vol. 2019, pages 1-13, April.
    4. Mazilescu Vasile, 2021. "IoT as a Central Disruptive Technology in the Development of Hyperconnected Business and Social Models," Risk in Contemporary Economy, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, pages 261-275.
    5. Faisal Mehmood & Shabir Ahmad & DoHyeun Kim, 2019. "Design and Implementation of an Interworking IoT Platform and Marketplace in Cloud of Things," Sustainability, MDPI, vol. 11(21), pages 1-22, October.
    6. Majsa Ammouriova & Massimo Bertolini & Juliana Castaneda & Angel A. Juan & Mattia Neroni, 2022. "A Heuristic-Based Simulation for an Education Process to Learn about Optimization Applications in Logistics and Transportation," Mathematics, MDPI, vol. 10(5), pages 1-18, March.
    7. Koppe, Timo & Islam, Nihal, 2021. "Digital Service Innovation in Plant and Mechanical Engineering: Exploring Contextual Factors in the Innovation Process," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 126914, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    8. Julian Krumeich & Dirk Werth & Peter Loos, 2016. "Prescriptive Control of Business Processes," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 58(4), pages 261-280, August.
    9. Nicolae Cristina-Andreea & Roşca Mihai Ioan, 2021. "Opportunities and challenges of the Internet of Things," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 15(1), pages 1069-1082, December.
    10. Sarah Bayer & Henner Gimpel & Daniel Rau, 2021. "IoT-commerce - opportunities for customers through an affordance lens," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(1), pages 27-50, March.
    11. Ensslen, Axel & Gnann, Till & Jochem, Patrick & Plötz, Patrick & Dütschke, Elisabeth & Fichtner, Wolf, 2020. "Can product service systems support electric vehicle adoption?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 343-359.
    12. Anne-Sophie Brillinger, 2018. "Mapping Business Model Risk Factors," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 22(05), pages 1-29, June.
    13. Koppe, Timo & Wahl-Islam, Nihal, 2021. "Digital Service Innovation in Plant and Mechanical Engineering: Exploring Contextual Factors in the Innovation Process," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 124695, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    14. Alexander Richter & Peter Heinrich & Alexander Stocker & Gerhard Schwabe, 2018. "Digital Work Design," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 60(3), pages 259-264, June.
    15. Fernando E. Garcia-Muiña & Rocío González-Sánchez & Anna Maria Ferrari & Davide Settembre-Blundo, 2018. "The Paradigms of Industry 4.0 and Circular Economy as Enabling Drivers for the Competitiveness of Businesses and Territories: The Case of an Italian Ceramic Tiles Manufacturing Company," Social Sciences, MDPI, vol. 7(12), pages 1-31, December.
    16. Jürgen Anke, 2019. "Design-integrated financial assessment of smart services," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(1), pages 19-35, March.
    17. Mills, Adam J. & Berthon, Pierre R. & Pitt, Christine, 2020. "Agile authorship: Evolving models of innovation for information-intensive offerings," Journal of Business Research, Elsevier, vol. 110(C), pages 577-583.
    18. Nozari Hamed & Fallah Mohammad & Szmelter-Jarosz Agnieszka & Krzemiński Maciej, 2021. "Analysis of Security Criteria for IoT-Based Supply Chain: A Case Study of FMCG Industries," Journal of Management and Business Administration. Central Europe, Sciendo, vol. 29(4), pages 149-171, December.
    19. Alexandros Nikitas & Kalliopi Michalakopoulou & Eric Tchouamou Njoya & Dimitris Karampatzakis, 2020. "Artificial Intelligence, Transport and the Smart City: Definitions and Dimensions of a New Mobility Era," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    20. Fahim Ullah & Samad M. E. Sepasgozar & Changxin Wang, 2018. "A Systematic Review of Smart Real Estate Technology: Drivers of, and Barriers to, the Use of Digital Disruptive Technologies and Online Platforms," Sustainability, MDPI, vol. 10(9), pages 1-44, September.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hin:complx:1625678. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Mohamed Abdelhakeem (email available below). General contact details of provider: https://www.hindawi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.