Abstract
Wireless Multimedia Sensor Networks (WMSNs) have drawn tremendous attention because of their potential impact on scientific research and their numerous attractive applications. However, security is one of the main challenges to WMSN. During the data transmission from source to destination, the intermediate nodes may misbehave as a malicious node. So, before reliable data transmission, these malicious nodes are to be detected. In this paper, Fuzzy logic system is presented for malicious node detection. Using this fuzzy system, the trust score is calculated for each sensor node in the network. Depend on the calculated trust score, malicious nodes are detected. For securable data transmission, Improved Elliptic Curve Cryptography (IECC) algorithm is presented. In ECC, Oppositional Particle Swarm Optimization (OPSO) is included for optimal key generation. Simulation results show that the performance of this proposed approach outperforms that of the existing approaches in terms of energy consumption, network lifetime and delay.
Similar content being viewed by others
References
Abazeed M, Faisal N, Ali A (2018) Cross-layer multipath routing scheme for wireless multimedia sensor network. Wirel Netw
Almalkawi IT, Guerrero Zapata M, Al-Karaki JN, Morillo-Pozo J (2010) Wireless multimedia sensor networks: current trends and future directions. Sensors 10(7):6662–6717
Aswale S, Ghorpade VR (2017) LQEAR: link quality and energy-aware routing for wireless multimedia sensor networks. Wirel Pers Commun 97(1):1291–1304
Grieco LA, Boggia G, Sicari S, Colombo P (2009) Secure wireless multimedia sensor networks: a survey. In: 2009 third international conference on Mobile ubiquitous computing, systems, services and technologies, pp 194–201
Hamid Z, Hussain FB, Pyun JY (2016) Delay and link utilization aware routing protocol for wireless multimedia sensor networks. Multimed Tools Appl 75(14):8195–8216
Harjito B, Han S (2010) Wireless multimedia sensor networks applications and security challenges. In: 2010 international conference on broadband, wireless computing, communication and applications, pp 842–846
Hwang S, Yu D (2014) Data forwarding based on sensor device constraints in wireless multimedia sensor networks. Multimed Tools Appl 68(2):297–303
Khernane N, Couchot JF, Mostefaoui A (2018) Maximum network lifetime with optimal power/rate and routing trade-off for wireless multimedia sensor networks. Comput Commun 124:1–6
Kumar AR, Sivagami A (2019) Security aware multipath routing protocol for WMSNs for minimizing effect of compromising attacks. J Netw Syst Manag:1–27
Mali G, Misra S (2015) TRAST: trust-based distributed topology management for wireless multimedia sensor networks. IEEE Trans Comput 65(6):1978–1991
Memos VA, Psannis KE, Ishibashi Y, Kim BG, Gupta BB (2018) An efficient algorithm for media-based surveillance system (EAMSuS) in IoT smart city framework. Future Generation Computer Systems 83:619–628
Mostefaoui A, Noura H, Fawaz Z (2014) Efficient and secure visual data transmission approach for wireless multimedia sensor networks. In: 2014 IEEE 22nd international symposium on modelling, analysis & simulation of computer and telecommunication systems, pp 463–472
Msolli A, Helali A, Maaref H (2018) New security approach in real-time wireless multimedia sensor networks. Comput Electr Eng 72:910–925
Plageras AP, Psannis KE, Stergiou C, Wang H, Gupta BB (2018) Efficient IoT-based sensor BIG data collection–processing and analysis in smart buildings. Futur Gener Comput Syst 82:349–357
Psannis KE, Ishibashi Y (2006) Impact of video coding on delay and jitter in 3G wireless video multicast services. EURASIP J Wirel Commun Netw 2006(1):024616
Ramesh S, Yaashuwanth C (2019) Enhanced approach using trust based decision making for secured wireless streaming video sensor networks. Multimed Tools Appl:1–20
Shen H, Bai G, Tang Z, Zhao L (2014) QMOR: QoS-aware multi-sink opportunistic routing for wireless multimedia sensor networks. Wirel Pers Commun 75(2):1307–1330
Shu L, Zhang Y, Zhou Z, Hauswirth M, Yu Z, Hynes G (2008) Transmitting and gathering streaming data in wireless multimedia sensor networks within expected network lifetime. Mobile Networks and Applications 13(3–4):306–322
Vithya G, Vinayagasundaram B (2011) Actuation sensor with adaptive routing and QOS aware checkpoint arrangement on wireless multimedia sensor network. In: 2011 international conference on recent trends in information technology (ICRTIT), pp 444–449
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Kumar, A.R., Sivagami, A. Fuzzy based malicious node detection and security-aware multipath routing for wireless multimedia sensor network. Multimed Tools Appl 79, 14031–14051 (2020). https://doi.org/10.1007/s11042-020-08631-0
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11042-020-08631-0