Performance Analysis of Dynamic Key Management & Secure Communication in Vehicular Sensor Network

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  • เผยแพร่เมื่อ 7 พ.ย. 2024
  • Title: - Dynamic Key management for secure communication and attacks mitigation in cluster based vehicular sensor network for driverless vehicles using Artificial intelligence techniques
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    Implementation Plan:
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    Step 1: Initially, we construct a network consisting of 100- vehicles, 1-RSU, 1-Blockchain.
    Step 2: Then, we perform clustering using K-means clustering with the Spider Monkey Optimization (k-means SMO) algorithm.
    Step 3: Next, we perform Data collection and preprocess using Data Deduplication with NMS (DeDupNMS).
    Step 4: Then, we perform Dynamic key management using Blockchain Quantum M-Tree Key Management System (BQ-MTreeKMS).
    Step 5: Next, we implement the Elliptic Curve Lightweight Ciphertext-Policy Secure Protocol (ECL-CPS) algorithm for establishing secure communication.
    Step 6: Then, we include Autoencoder and One-Class Multi-Tiered Intrusion Detection System (AOC-MTIDS) for Attack detection.
    Step 7: Finally, we plot graph for the following metrics:
    7.1: Time (s) vs. Network Stability (%)
    7.2: Time (s) vs. Network coverage (%)
    7.3: No of vehicles vs. Time complexity (s)
    7.4: No of Vehicles vs. Overhead (%)
    7.5: No of vehicles vs. Attack detection rate (%)
    7.6: No of vehicles vs. Encryption time (s)
    Software Requirement:
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    1. Development Tool: Ns3.26 with Python (Or above versions)
    2. Development OS: Ubuntu 16.04 LTS (Or above versions)
    Note:
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    1) If the above plan does not satisfy your requirement, please provide the processing details, like the above step-by-step.
    2) Please note that this implementation plan does not include any further steps after it is put into implementation.
    3) This project is only based on simulations. Not a real time project.
    4) If the plan satisfies your requirement, please inform us.
    We develop an existing project:
    Reference 4 Title: “ A Tamper-Resistant Broadcasting Scheme for Secure Communication in Internet of Autonomous Vehicles"
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    #DynamicKeyManagement
    #SecureCommunication
    #VehicularSensorNetwork
    #PerformanceAnalysis
    #Cybersecurity
    #DataProtection
    #NetworkSecurity
    #WirelessCommunication
    #InformationSecurity
    #IoTSecurity
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    We possess a team of professional researchers who specialize in the subsequent research domains
    • Wireless sensor network
    • IOT
    • VANET
    • SDN
    • Network Security
    • Wireless communication
    The above mentioned video serves as a guide in conducting omnet manual research work.
    Reach us at: omnet-manual.com/
    mail us at : omnetmanual@gmail.com
    call us at : +91 9444856435

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