Selective forwarding attack detection and network recovery mechanism based on cloud-edge cooperation in software-defined wireless sensor network

Luo, Shiyao; Lai, Yingxu; Liu, Jing

doi:10.1016/j.cose.2022.103083

Cited by 15 publications

(4 citation statements)

References 30 publications

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“…[7][8][9][10][11][12][13][14][15][16][17][18] The sensitivity of a fluorescent molecule to changes in particular environmental parameters depends mainly on the chemical structure of the sensor, which determines its absorption-emission behavior, called the detection mechanism. [19][20][21][22][23][24][25][26][27][28][29] During the polymerization process, more polar double bonds are converted to less polar single bonds, which causes a change in the polarity of the reaction media and an enormous increase in viscosity. 30,31 It is essential to control the photopolymerization course, preferably online, that is, directly during the reaction, or the process parameters must be improved for a photo-polymerization process to be effective and for the polymeric product to achieve desirable qualities.…”

Section: Introductionmentioning

confidence: 99%

“…7–18 The sensitivity of a fluorescent molecule to changes in particular environmental parameters depends mainly on the chemical structure of the sensor, which determines its absorption–emission behavior, called the detection mechanism. 19–29 During the polymerization process, more polar double bonds are converted to less polar single bonds, which causes a change in the polarity of the reaction media and an enormous increase in viscosity. 30,31…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

An optical fluorescence sensor for IoT application in direct visualization of the curing process in polymer matrices

Szymaszek,

Fiedor,

Tyszka-Czochara

et al. 2024

Polym. Chem.

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Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

An optical fluorescence sensor for IoT application in direct visualization of the curing process in polymer matrices

Szymaszek,

Fiedor,

Tyszka-Czochara

et al. 2024

Polym. Chem.

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“…By transmitting data only during event occurrences, EWSNs conserve energy, minimize network congestion, and operate for extended durations without frequent battery replacements. However, due to open nature, EWSNs often lack robust security measures, rendering them vulnerable to malicious attacks [5]. Among various attacks, the selective forwarding attack [6] is particularly challenging to detect.…”

Section: Introductionmentioning

confidence: 99%

A Combined Scheme Based on Artificial Immune System for Selective Forwarding Attack Detection in Event Driven Wireless Sensor Networks

2024

Teh. vjesn.

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In general, the wireless sensor networks (WSNs) can be easily targeted by attacks due to their open nature. Among these attacks, the selective forwarding attack is particularly challenging to detect within WSNs. In this type of attack, malicious nodes deliberately discard received data packets, making it difficult to identify such attacks. Existing methods for selective forwarding attacks often suffer from low accuracy or high algorithm complexity, when dealing with Distributed Denial of Service attacks (DDoS). We propose an artificial immune system based on the danger model to detect network attacks. Our approach combines variational mode decomposition (VMD) and LSTM to identify selective forwarding attacks among other DoS attacks. We determine an optimal danger threshold and compare the outcomes to confirm the presence of attacks. This approach improves detection accuracy while minimizing computation requirements. The simulation results demonstrate that our proposed method achieves a low missing detection rate (MDR) of 0.6% and maintains a false detection rate (FDR) below 3.3%. Furthermore, in comparison with previous works, our system produces low algorithm complexity, making it more efficient in practical implementations.

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“…Fast network recovery mechanisms are designed to minimize the time required to re-establish a connection. They focus on outage detection and providing an alternate path for data that would otherwise be lost during convergence [13,14].…”

mentioning

confidence: 99%

Design of a Technique for Accelerating the WSN Convergence Process

Papan,

Bridova,

Filipko

2023

Sensors

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A wireless sensor network (WSN) is a network that monitors the physical environment using small and energy-efficient sensor devices. The wide application of WSNs has caused them to be used in critical applications that require a quick response, even at the cost of higher consumption. In recent years, Fast Reroute (FRR) technology has been developed, which accelerates network recovery after line or node failure. This technology plays an important role in connection recovery and data recovery, which helps speed up detection and redirect traffic. In our work, we created a new modification of the Ad hoc On-Demand Distance Vector (AODV) routing protocol, where we added the fast detection of link failure used in the FRR area. This modification rapidly increased connection recovery time and was tested in the OMNET++ simulation environment. The modification was implemented based on an additional RFC 5880 Bidirectional Forwarding Detection (BFD) module, which speeds up failure detection by sending quick “Hello” messages.

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Selective forwarding attack detection and network recovery mechanism based on cloud-edge cooperation in software-defined wireless sensor network

Cited by 15 publications

References 30 publications

An optical fluorescence sensor for IoT application in direct visualization of the curing process in polymer matrices

An optical fluorescence sensor for IoT application in direct visualization of the curing process in polymer matrices

A Combined Scheme Based on Artificial Immune System for Selective Forwarding Attack Detection in Event Driven Wireless Sensor Networks

Design of a Technique for Accelerating the WSN Convergence Process

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