Analisis Kerentanan Serangan Sinkhole Pada Wireless Sensor Network Dan Strategi Mitigasinya

Penulis

  • Ach. Ramadhani Penulis
  • Alvin Hidayat Putra Penulis

Kata Kunci:

Kata Kunci: Wireless Sensor Network, Sinkhole Attack, Keamanan Jaringan, Routing, Mitigasi Serangan.

Abstrak

Wireless Sensor Network (WSN) banyak digunakan dalam berbagai aplikasi kritis seperti pemantauan lingkungan, sistem kesehatan, dan industri karena kemampuannya dalam mengumpulkan serta mengirimkan data secara efisien. Namun, keterbatasan sumber daya dan sifat komunikasi nirkabel menjadikan WSN rentan terhadap berbagai serangan keamanan, salah satunya adalah serangan sinkhole. Serangan ini memungkinkan node berbahaya menarik lalu lintas data dari node lain dengan memanipulasi informasi routing, sehingga menyebabkan penurunan kinerja jaringan dan kehilangan data. Penelitian ini bertujuan untuk menganalisis tingkat kerentanan WSN terhadap serangan sinkhole serta mengevaluasi efektivitas strategi mitigasi yang diterapkan. Analisis dilakukan dengan membandingkan kinerja jaringan pada tiga kondisi, yaitu kondisi normal, kondisi jaringan yang mengalami serangan sinkhole, dan kondisi setelah penerapan mekanisme mitigasi. Parameter kinerja yang digunakan meliputi Packet Delivery Ratio (PDR), End-to-End Delay, konsumsi energi, dan stabilitas rute. Hasil pengujian menunjukkan bahwa serangan sinkhole menyebabkan penurunan signifikan pada PDR, peningkatan delay pengiriman data, serta ketidakseimbangan konsumsi energi antar node. Setelah strategi mitigasi diterapkan, kinerja jaringan mengalami perbaikan yang signifikan dan mendekati kondisi normal. Hal ini menunjukkan bahwa mekanisme mitigasi yang diusulkan mampu meningkatkan keamanan dan keandalan Wireless Sensor Network terhadap serangan sinkhole.

Unduhan

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Biografi Penulis

  • Ach. Ramadhani

    Mahasasiswa di Universitas Madura

     

  • Alvin Hidayat Putra

    Mahasasiswa di Universitas Madura

     

Referensi

REFERENSI

[1] F. Prasetyo, E. Putra, F. Muslim, N. Hasanah, R. Paradina, and R. Alim, “Jurnal Sistim Informasi dan Teknologi Analisis Komparasi Protokol Websocket dan MQTT Dalam Proses Push Notification,” vol. 5, pp. 63–72, 2024, doi: 10.60083/jsisfotek.v5i4.325.

[2] F. P. E. Putra, D. T. Agustina, T. S. K. Khotimah, and T. Ramadhanty, “Analisis Kinerja Jaringan 5G dalam Meningkatkan Konektivi-tas Internet of Things (IoT),” 2025, researchgate.net. doi: 10.55606/jitek.v5i1.5836.

[3] F. P. E. Putra, D. E. Arissandi, A. Rofiqi, and M. F. Hidayat, “Pemanfaatan Mikrotik Dalam Manajemen Bandwidth Pada Jaringan Sekolah,” 2025, researchgate.net. doi: 10.31294/evolusi.v7i2.5843.

[4] B. Minh Nguyen et al., “Dholes Hunting-A Multi-Local Search Algorithm Using Gradient Approximation and Its Application for Blockchain Consensus Problem,” IEEE Access, vol. 12, pp. 93333–93349, 2024, doi: 10.1109/ACCESS.2024.3419172.

[5] F. P. E. Putra, M. A. Mahmud, and I. S. Maqom, “Pengembangan Sistem Pemantauan Lingkungan Berbasis Internet of Things (IoT) di Kampus,” 2023, researchgate.net. doi: 10.47709/digitech.v3i2.3457.

[6] H. Lanya, M. Zayyadi, D. R. Anjarani, F. P. E. Putra, and ..., “PEMBERDAYAAN SEKOLAH INKLUSI MELALUI E-MODUL BERJENJANG SEBAGAI PENGEMBANGAN KOMPETENSI GURU DALAM PEMENUHAN ….” doi: 10.37303/peduli.v8i2.681.

[7] A. K. V. K. Vamsi Krishna Reddy and K. V. L. Komanapalli, “Investigation of a Multi-Strategy Ensemble Social Group Optimization Algorithm for the Optimization of Energy Management in Electric Vehicles,” IEEE Access, vol. 10, pp. 12084–12124, 2022, doi: 10.1109/ACCESS.2022.3144065.

[8] F. P. E. Putra, U. Ubaidi, M. A. Huda, and ..., “Computer network management optimization through big data analysis using time series analysis method,” Brill. Res. …, 2024, doi: 10.47709/brilliance.v4i1.4373.

[9] M. S. Ali, M. S. Islam, M. Asif, W. U. Khan, F. Lin, and O. Waqar, “On Efficient DCT Type-I Based Low Complexity Channel Estimation for Uplink NB-IoT Systems,” IEEE Access, vol. 9, pp. 129756–129770, 2021, doi: 10.1109/ACCESS.2021.3112279.

[10] S. Safiuddin and F. P. E. Putra, “Strategi Efisiensi Wireless Sensor Network (WSN),” … Educ. …, 2023, doi: 10.51211/itbi.v8i1.2441.

[11] F. Prasetyo, E. Putra, F. Iqbal, and N. Muhammad, “Twitter sentiment analysis about economic recession in indonesia,” vol. 7, no. 1, pp. 1–7, 2023, doi: 10.31763/businta.v7i1.592.

[12] J. Wu, Y. Sun, J. Qian, Y. Cui, Q. Wang, and L. Zhuo, “Distributed Resilient Clustering Algorithm for Virtual Power Plants Under Cyber Attacks,” IEEE Access, vol. 13, pp. 38714–38725, 2025, doi: 10.1109/ACCESS.2025.3546103.

[13] F. P. E. Putra, D. A. M. Putra, A. Firdaus, and ..., “Analisis kecepatan dan kinerja jaringan 5G (generasi ke 5) pada wilayah perkotaan,” … J. Informatics, 2023, doi: 10.51211/itbi.v8i1.2439.

[14] D. S. Kumar and R. Thenmozhi, “AI-Driven TrafNet-DCMCRP for Congestion-Aware Routing and Traffic Management in VANETs,” Int. J. Intell. Eng. Syst., vol. 18, no. 5, pp. 239–251, 2025, doi: 10.22266/ijies2025.0630.18.

[15] F. P. E. Putra, K. Mufidah, R. M. Ilhamsyah, and ..., “Tinjauan performa RouterOS Mikrotik dalam jaringan internet: Analisis kinerja dan kelayakan,” Digit. …, 2023, doi: 10.47709/digitech.v3i2.3446.

[16] S. Khera, N. Turk, and N. Kaur, “HC-WSN: a Hibernated Clustering based framework for improving energy efficiency of wireless sensor networks,” Multimed. Tools Appl., vol. 82, no. 3, pp. 3879–3894, 2023, doi: 10.1007/s11042-022-13446-2.

[17] R. Roy and S. K. Dwivedy, “Nonlinear dynamics of magnetically coupled double beam based piezoelectric energy harvester under galloping excitation,” Sensors Actuators A Phys., vol. 371, 2024, doi: 10.1016/j.sna.2024.115288.

[18] I. Jo, B. Kim, H. Won, S. Kim, K. Choi, and D. Choi, “Evaluation of MWCNT/PU sponge-based triboelectric nanogenerator for harvesting mechanical energy,” Funct. Compos. Struct., vol. 7, no. 3, 2025, doi: 10.1088/2631-6331/adf60b.

[19] Y. Zi, C. Zhou, J. Chen, Z. Han, Y. Huang, and X. Wu, “Hyperspectral Methane Plume Segmentation Through Foundation Computer Vision Models,” IEEE Access, vol. 13, pp. 143031–143041, 2025, doi: 10.1109/ACCESS.2025.3597991.

[20] M. G. Busto, M. J. José Prieto, J. A. Martín-Ramos, J. A. Martínez Esteban, and A. M. Pernía, “Current Source Strategy for Energy Injection from a CapMix Cell,” Electron., vol. 13, no. 1, 2024, doi: 10.3390/electronics13010042.

[21] G. Savithri and N. R. Sai, “A Reliable Hybrid Framework for Anomaly Detection in Secure and Robust Wireless Sensor Networks,” Eng. Technol. Appl. Sci. Res., vol. 15, no. 4, pp. 25789–25797, 2025, doi: 10.48084/etasr.11494.

[22] M. Soleymani, I. Santamaría, and P. J. Schreier, “Distributed Algorithms for Spectral and Energy-Efficiency Maximization of K-User Interference Channels,” IEEE Access, vol. 9, pp. 96948–96963, 2021, doi: 10.1109/ACCESS.2021.3094976.

[23] S. Oak, D. Lee, G. Sim, S. Kim, and G. Park, “Real-Time Personalized Car-Following Control With Online Parameter Adaptation for Intelligent Regenerative Braking Systems,” IEEE Access, vol. 13, pp. 168055–168066, 2025, doi: 10.1109/ACCESS.2025.3611825.

[24] M. Zheng, Y. Zhao, and W. Liang, “CHR: A Novel Channel-Hopping-Based Retransmission Scheme in WIA-FA Networks,” IEEE Internet Things J., vol. 11, no. 4, pp. 7107–7115, 2024, doi: 10.1109/JIOT.2023.3314438.

[25] D. Lee, S. Lee, S. Oh, and D. Park, “Energy-Efficient FPGA Accelerator with Fidelity-Controllable Sliding-Region Signal Processing Unit for Abnormal ECG Diagnosis on IoT Edge Devices,” IEEE Access, vol. 9, pp. 122789–122800, 2021, doi: 10.1109/ACCESS.2021.3109875.

[26] L. Chen, L. Sun, and C. Zhong, “Interpretability-Oriented Adjustment of K-Means: A Multiple-Objective Particle Swarm Optimization Framework,” IEEE Access, vol. 13, pp. 68084–68096, 2025, doi: 10.1109/ACCESS.2025.3558716.

[27] H. Alsmadi, E. Saleh, M. Alsmadi, and S. Ikki, “Hardware Impairments Effects on Over the Air System Assisted by Unmanned Aerial Vehicle,” IEEE Commun. Lett., vol. 28, no. 7, pp. 1609–1613, 2024, doi: 10.1109/LCOMM.2024.3395439.

[28] D. Pandey and V. Kushwaha, “An Exploratory Study of Optimization Techniques for Congestion Control in Wireless Sensor Networks,” Ad-Hoc Sens. Wirel. Networks, vol. 58, no. 1–2, pp. 79–125, 2024, doi: 10.32908/ahswn.v58.10241.

[29] L. Zhu, “Research on Multi-Objective Coordinated Planning of Distribution Networks Based on Improved Generative Adversarial Networks,” IEEE Access, vol. 13, pp. 134129–134142, 2025, doi: 10.1109/ACCESS.2025.3592675.

[30] S. Al-Sarawi, M. Anbar, B. A. Alabsi, M. A. Aladaileh, and S. D. A. Rihan, “Unweighted Voting Method to Detect Sinkhole Attack in RPL-Based Internet of Things Networks,” Comput. Mater. Contin., vol. 77, no. 1, pp. 491–515, 2023, doi: 10.32604/cmc.2023.041108.

[31] H. Tang, P. Wang, D. Li, Y. Zhang, and X. Chen, “An Adaptive Virtual Tunnel Routing Protocol With Eliminating Boundary Effects for Flying Ad-Hoc Networks,” IEEE Internet Things J., vol. 12, no. 16, pp. 34068–34085, 2025, doi: 10.1109/JIOT.2025.3577510.

[32] S. B. Weber, S. Stein, M. Pilgermann, and T. Schrader, “Attack Detection for Medical Cyber-Physical Systems-A Systematic Literature Review,” IEEE Access, vol. 11, pp. 41796–41815, 2023, doi: 10.1109/ACCESS.2023.3270225.

[33] M. Kinnas, J. Violos, N. I. Karapiperis, and I. Kompatsiaris, “Selecting Images With Entropy for Frugal Knowledge Distillation,” IEEE Access, vol. 13, pp. 28189–28203, 2025, doi: 10.1109/ACCESS.2025.3540384.

[34] T. Wang, J. Geng, J. Wang, and X. Yan, “Video Refereeing Model of Soccer Match Based on Fuzzy Clustering and Cuckoo Optimization Algorithm,” IEEE Access, vol. 12, pp. 82536–82548, 2024, doi: 10.1109/ACCESS.2024.3401705.

[35] F. Tosoni, P. Bille, V. Brunacci, A. d. De Angelis, P. Ferragina, and G. Manzini, “Toward Greener Matrix Operations by Lossless Compressed Formats,” IEEE Access, vol. 13, pp. 56756–56779, 2025, doi: 10.1109/ACCESS.2025.3555119.

[36] L. Prashad, H. C. Mohanta, and A. J. A. Abdullah Al-Gburi, “Dual Band Rectenna for Electromagnetic Energy Harvesting at 2.4 GHz and 5 GHz Frequencies,” Prog. Electromagn. Res. B, vol. 108, pp. 75–88, 2024, doi: 10.2528/PIERB24072102.

[37] D. Lin, Z. Chen, X. Liu, L. Kong, and Y. L. Guan, “ESWCM: A Novel Energy-sustainable Approach for SWIPT-enabled WSN with Constrained MEAP Configurations,” IEEE Trans. Mob. Comput., vol. 23, no. 9, pp. 9012–9028, 2024, doi: 10.1109/TMC.2024.3357771.

[38] M. Niranjan, S. Gupta, and B. Singh, “Sensor node localization with improved hop-size using PSODESA optimization,” Wirel. Networks, vol. 29, no. 4, pp. 1911–1934, 2023, doi: 10.1007/s11276-023-03242-7.

[39] G. Zhao, K. Lin, and T. Hao, “A feasibility study of LoRaWAN-based wireless underground sensor networks for underground monitoring,” Comput. Networks, vol. 232, 2023, doi: 10.1016/j.comnet.2023.109851.

[40] O. K. Om Kumar, S. Gajendran, and S. Marappan, “Enhancing Intrusion Detection Through Federated Learning With Enhanced Ghost_BiNet and Homomorphic Encryption,” IEEE Access, vol. 12, pp. 24879–24893, 2024, doi: 10.1109/ACCESS.2024.3362347.

[41] H. K. Khalid Alkahtani, H. Mahgoub, F. A. Alotaibi, K. M. Othman, R. Allafi, and A. S. Salama, “Design of Hybrid Snake Optimizer Based Route Selection Approach for Unmanned Aerial Vehicles Communication,” IEEE Access, vol. 12, pp. 54426–54434, 2024, doi: 10.1109/ACCESS.2024.3383031.

[42] H. Guo et al., “Assessment of energy harvesting and signal transmission in traffic markings with embedded piezoelectric film transducers,” J. Intell. Mater. Syst. Struct., vol. 36, no. 7, pp. 443–454, 2025, doi: 10.1177/1045389X251326335.

[43] M. H. Hashemi, U. Kiliç, and S. Dikmen, “Applications of Novel Heuristic Algorithms in Design Optimization of Energy-Efficient Distribution Transformer,” IEEE Access, vol. 11, pp. 15968–15980, 2023, doi: 10.1109/ACCESS.2023.3245327.

[44] R. Wielgat et al., “A Concept of Smart Agro-Photovoltaic Tunnels,” IEEE Access, vol. 12, pp. 40765–40794, 2024, doi: 10.1109/ACCESS.2024.3376411.

[45] A. Ometov, K. Zeman, P. Masek, L. Balazevic, and M. Komarov, “A Comprehensive and Reproducible Comparison of Cryptographic Primitives Execution on Android Devices,” IEEE Access, vol. 9, pp. 54625–54638, 2021, doi: 10.1109/ACCESS.2021.3069627.

[46] J. B. Barreiro, S. Z. Fernández, and V. D. Diaz-Casas, “Internet of Things in Energy-Sensitive Processes: Application in a Refrigerated Warehouse,” IEEE Access, vol. 12, pp. 76257–76276, 2024, doi: 10.1109/ACCESS.2024.3406992.

[47] C. Ma et al., “Banana Individual Segmentation and Phenotypic Parameter Measurements Using Deep Learning and Terrestrial LiDAR,” IEEE Access, vol. 12, pp. 50310–50320, 2024, doi: 10.1109/ACCESS.2024.3385280.

[48] Y. Gao, H. Zhu, X. Li, and M. J. V Amuri, “Trust-Based Distributed H∞ Diffusion Filtering for Target Tracking under Cyber Attacks,” IEEE Access, vol. 11, pp. 119388–119395, 2023, doi: 10.1109/ACCESS.2023.3326874.

[49] R. Santos, D. Castanheira, A. Silva, and A. Gameiro, “Pipelined Multi-User IR-HARQ Scheme for Improved Latency Performance in URLLC,” IEEE Access, vol. 12, pp. 33473–33485, 2024, doi: 10.1109/ACCESS.2024.3371994.

[50] S. Baek, G.-H. Yu, J. Kim, C. T. Ngo, J. K. Eshraghian, and J.-P. Hong, “A Reconfigurable SRAM Based CMOS PUF with Challenge to Response Pairs,” IEEE Access, vol. 9, pp. 79947–79960, 2021, doi: 10.1109/ACCESS.2021.3084621.

Unduhan

Diterbitkan

2025-12-25

Cara Mengutip

Analisis Kerentanan Serangan Sinkhole Pada Wireless Sensor Network Dan Strategi Mitigasinya. (2025). Karapan Network Journal : Journal Computer Technology and Mobile Ad Hoc Network, 2(01). https://ejournal.omahtabing.com/knj/article/view/130

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