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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#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
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