Improved Beetle Antennae Algorithm Based on Localization for Jamming Attack in Wireless Sensor Networks

Lyu, Yucheng; Mo, Yuanbin; Yue, Songqing; Liu, Wenwu

doi:10.1109/access.2022.3146431

Cited by 9 publications

(5 citation statements)

References 28 publications

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“…Last, it is unclear how the proposed scheme would revolutionize some critical aspects of emerging wireless security systems. erefore, it would be nice to explore how the projected framework would behave in blockchain-based information security systems [114], unified authentication and access control systems [115], radio frequency identification and password-enabled security access system [116], and localization for the jamming attack in wireless sensor networks [117].…”

Section: Limitations Of the Study Some Identified Limitations Of This...mentioning

confidence: 99%

Assessment and Test-case Study of Wi-Fi Security through the Wardriving Technique

Etta

Imoize

Shukla

et al. 2022

Mobile Information Systems

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This study aims to investigate Wireless Local Area Network (WLAN) within the context of its applicability as a 21st-century business tool and its survivability in a security threat-infested cyber landscape. WLAN security leverages the Wardriving technique deployed within geolocation to scan for WLAN density and explore the associated security mechanisms. Specifically, the study adopts two approaches; the first part reviews relevant research articles in electronic libraries and databases on WLAN security based on wardriving techniques. The other part comprises a measurement campaign conducted in a mid-sized city in North Cyprus. The field measurement aims to underscore the claims from the literature to find out how the security encryption technologies are used. In particular, the goal is to determine the availability of WLAN infrastructure and monitor how the security measures are implemented in Northern Cyprus. The main objective is to determine the security state of WLAN in Cyprus and examine how it can be generalized for related environments. In order to completely grasp the research issue posed in this study, data analyses from several perspectives are analyzed and examined critically. The wardriving approach has been used in this work to crawl wider regions for examination. This study was conducted with security findings drawn only from publicly accessible information emitted by each investigated wireless access point. The channel usage, Service Set IDentifier (SSID) security, the Encryption type (Open, WEP, WPA, WPA2, WPA3, and Mixed mode), WPS usage statistics, geographical locations, detailed security statistics described in Wigle CSV format, and vendor statistics are highlighted. Generally, results indicate that 21,345 WLANs were detected. From the detected WLANs, 23 (0.1 percent) used WEP encryption, 18 (0.08 percent) used WPA-TKIP encryption, 5,359 (25.1 percent) were unencrypted, and a clear majority of 9,139 (42.82 percent) used the more secure WPA2 encryption, while 13 networks (0.06 percent) used the latest WPA3 encryption technique. The results imply that WLAN security in Cyprus can be said to be moderate. Thus, this study adds to the expanding corpus of research on WLAN security and Wardriving to all parties in the wireless security ecosystem. The current study examines WLAN operations in North Cyprus while pointing to future research directions on Wireless LAN security mechanisms. Overall, the dataset from the wardriving experiment is novel and would serve future research exploration in the wireless security systems domain.

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Section: Limitations Of the Study Some Identified Limitations Of This...mentioning

confidence: 99%

Assessment and Test-case Study of Wi-Fi Security through the Wardriving Technique

Etta

Imoize

Shukla

et al. 2022

Mobile Information Systems

View full text Add to dashboard Cite

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“…In the realm of robot dynamics, Khan et al (Zhu et al 2018) formulated BAS as an RNN-type controller for the tracking control of redundant robotic manipulators. They extended it to mobile robotic systems under various real-world constraints, i.e., Obstacle avoidance (Zhu et al 2018), Remote Center of Motion (RCM) (Zhang et al 2019b), and nonholonomic vehicle models (Lyu et al 2022a). Khan et al applied the BAS algorithm for trajectory optimization in a 5-link biped robot (Fei and He 2019).…”

Section: Robotics and Automationmentioning

confidence: 99%

“…This method adeptly manages load and model parameter perturbations in diesel engines by combining an adaptive state compensation extended state observer with backstepping and BAS for online parameter optimization. Further research and applications of the BAS algorithm are extensively documented in references (Zhang et al 2019b;Lyu et al 2022aLyu et al , 2022bLiao and Zhang 2020;Liao et al 2022;Mourtas et al 2023;Brajević et al 2021;Cheng et al 2020;Zheng et al 2020;Khan et al 2019Khan et al , 2021bKhan et al , 2020aKhan et al , 2020b.…”

Section: Other Applicationsmentioning

confidence: 99%

A comprehensive survey of convergence analysis of beetle antennae search algorithm and its applications

Chen,

Cao,

Chen

et al. 2024

Artif Intell Rev

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In recent years, swarm intelligence optimization algorithms have been proven to have significant effects in solving combinatorial optimization problems. Introducing the concept of evolutionary computing, which is currently a hot research topic, into swarm intelligence optimization algorithms to form novel swarm intelligence optimization algorithms has proposed a new research direction for better solving combinatorial optimization problems. The longhorn beetle whisker search algorithm is an emerging heuristic algorithm, which originates from the simulation of longhorn beetle foraging behavior. This algorithm simulates the touch strategy required by longhorn beetles during foraging, and achieves efficient search in complex problem spaces through bioheuristic methods. This article reviews the research progress on the search algorithm for longhorn beetles from 2017 to present. Firstly, the basic principle and model structure of the beetle whisker search algorithm were introduced, and its differences and connections with other heuristic algorithms were analyzed. Secondly, this paper summarizes the research achievements of scholars in recent years on the improvement of longhorn whisker search algorithms. Then, the application of the beetle whisker search algorithm in various fields was explored, including function optimization, engineering design, and path planning. Finally, this paper summarizes the research achievements of scholars in recent years on the improvement of the longhorn whisker search algorithm, and proposes future research directions, including algorithm deep learning fusion, processing of multimodal problems, etc. Through this review, readers will have a comprehensive understanding of the research status and prospects of the longhorn whisker search algorithm, providing useful guidance for its application in practical problems.

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“…In [20] , the authors propose the Bettle antennae algorithm (BAA) in wireless sensor networks for jamming attack points. The authors [21] focus on a new approach, deployed for human motion-denoising via a joint optimisation of kinematic and anthropometric constraints.…”

Section: Literature Reviewmentioning

confidence: 99%

Smart deployment of IoT-TelosB service care StreamRobot using software-defined reliability optimisation design

Okafor

Longe

2022

Heliyon

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Improved Beetle Antennae Algorithm Based on Localization for Jamming Attack in Wireless Sensor Networks

Abstract: Date of publication xxxx 00, 0000, date of current v ersion xxxx 00, 0000.

Cited by 9 publications

References 28 publications

Assessment and Test-case Study of Wi-Fi Security through the Wardriving Technique

Assessment and Test-case Study of Wi-Fi Security through the Wardriving Technique

A comprehensive survey of convergence analysis of beetle antennae search algorithm and its applications

Smart deployment of IoT-TelosB service care StreamRobot using software-defined reliability optimisation design

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