A Novel and Efficient Priority-Based Cross-Layer Contextual Unobservability Scheme Against Global Attacks for WMSNs

Authors

  • Islam T. Almalkawi Hashemite University
  • Jafar Raed Hashemite University
  • Ayoub Alsarhan Hashemite University
  • Alaa Abdallah Hashemite University
  • Emad Abdallah Hashemite University

DOI:

https://doi.org/10.3991/ijim.v15i03.18327

Keywords:

Wireless Multimedia Sensor Network (WMSN), Contextual Unobservability, Source/Sink Location Privacy, image processing, Global Attacks, Priority Packet Dropping, and Cross-layer Optimization

Abstract


Even though many security schemes proposed for wireless sensor networks protect transmitted data content from being revealed to different types of attacks and fulfill most of the desired security requirements, they are not addressing concealing the privacy of the contextual information. Contextual information such as event occurrence, event time, and event location can be exposed to an adversary by just monitoring network packet transmission. This kind of information is very important because it can leak location information of key nodes or even detected events themselves. Therefore, proposing a contextual unobservability scheme is a challenging task in sensor networks considering many issues: the broadcast nature of the wireless channel, the different attacker models, the network resource constraints, and the overhead on system performance. Most of the existing location privacy schemes are not addressing all these issues and are either not efficient against global adversaries or degrade significantly network performance. Thus in this paper, we propose an efficient location contextual anonymity scheme for Wireless Multimedia Sensor Network (WMSN) that exploits the cross-layer joint design among the application, routing, and MAC layers. Our proposed location unobservability scheme combines the source coding technique, probabilistic packet transmission, multipath routing, and priority-based dropping policy to enhance the efficiency level of the provided privacy service without noticeably affecting the Quality of Service (QoS) requirement for delivering multimedia content in WMSN. Performance evaluation results show that our proposed privacy mechanism outperforms other proposed location privacy techniques in terms of privacy efficiency (safety period) and network performance (end-to-end delay and energy consumption).

Author Biographies

Islam T. Almalkawi, Hashemite University

Islam T. Almalkawi received his Ph.D. degree in 2013 from Polytechnic University of Catalunya (UPC), the M.Sc. degree in 2008 from Carnegie Mellon University (CMU), and BSc. degree in 2004 from Hashemite University (HU). He is currently an Assistant Professor in the Computer Engineering Department at Hashemite University (HU). Dr. Almalkawi worked as Research Assistance in several European Union projects during master and Ph.D. studies. His research interests include Wireless Sensor Networks, Multimedia Networks, Wireless Network Security, Image Processing, Cognitive Radio Networks, Internet of Things Networks, and Smart and Green Wireless Systems.

Jafar Raed, Hashemite University

Jafar Raed was a batch topper Computer Engineering Bachelor graduate from the Hashemite University in 2019. He trained as a full stack developer In Nextwo Company in 2019. He is currently working as a Consultant Engineer in Embedded Systems with SEDCO Company. He contributed to several projects in WSN in Collaboration with King Abdullah II Design and Development Bureau (KADDB) In Jordan. His research interests include Wireless Ad Hoc Networks, Routing Protocols, Simulation Optimization, Computer Security, and Embedded Systems.

Ayoub Alsarhan, Hashemite University

AYOUB ALSARHAN received the B.E. degree in computer science from the Yarmouk University, Jordan, in 1997, the M.Sc. degree in computer science from Al-Bayt University, Jordan, in 2001, and the Ph.D. degree in electrical and computer engineering from Concordia University, Canada, in 2011. He is currently an Associate Professor with the Computer Information System Department, Hashemite University, Zarqa, Jordan. His research interests include cognitive networks, parallel processing, cloud computing, machine learning, and real-time multimedia communication over the Internet.

Alaa Abdallah, Hashemite University

Alla E. Abdallah is currently an associate professor in the Department of Computer Science at the Hashemite University (HU), Jordan. He received his Ph.D. in Computer Science from Concordia University in 2008, where he worked on routing algorithms for mobile ad hoc networks. He received his BS in Computer Science from Yarmouk University, Jordan, and MS in Computer Science from the University of Jordan in 2000 and 2004, respectively. Prior to joining HU, he was a network researcher at consulting private company in Montreal (2008 - 2011). His current research interests include Routing Protocols for Ad Hoc Networks, Parallel and Distributed Systems, and Multimedia Security.

Emad Abdallah, Hashemite University

Emad E. Abdallah his currently an Associate Professor in the Department of Computer Information Systems at the Hashemite University (HU), Jordan. He received his Ph.D. in Computer Science from Concordia University in 2008, where he worked on multimedia security, pattern recognition, and 3D object recognition. He received his BS in Computer Science from Yarmouk University, Jordan, and MS in Computer Science from the University of Jordan in 2000 and 2004, respectively. Prior to joining HU, he was a Software Developer at SAP Labs Montreal. His current research interests include computer graphics, multimedia security, pattern recognition, and computer networks.

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Published

2021-02-12

How to Cite

Almalkawi, I. T., Raed, J., Alsarhan, A., Abdallah, A., & Abdallah, E. (2021). A Novel and Efficient Priority-Based Cross-Layer Contextual Unobservability Scheme Against Global Attacks for WMSNs. International Journal of Interactive Mobile Technologies (iJIM), 15(03), pp. 43–69. https://doi.org/10.3991/ijim.v15i03.18327

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Papers