Ensemble Based Machine Learning Classifier for Sybil Attack Detection in Vehicular AD-HOC Networks (VANETS)

被引：0
|
作者：
Pareek, Piyush Kumar [1 ]
Siddhanti, Prateeksha [2 ]
Anupkant, S. [3 ]
Husain, Saif O. [4 ]
Bhuvaneshwarri, I. [5 ]
机构：
[1] Nitte Meenakshi Institute Of Technology, Department Of Aiml & Ipr Cell, Bengaluru, India
[2] Nitte Meenakshi Institute Of Technology, Department Of Aiml, Bengaluru, India
[3] Cvr College Of Engineering, Department Of Information Technology, Telangana, Hyderabad, India
[4] The Islamic University, Department Of Computers Techniques Engineering, College Of Technical Engineering, Najaf, Iraq
[5] Government College Of Engineering, Department Of Information Technology, Tamil Nadu, Erode, India
来源：
2nd IEEE International Conference on Data Science and Information System, ICDSIS 2024 | 2024年
关键词：
Attack detection - Auto encoders - Defence mechanisms - Ensemble classification - Learning classifiers - Machine-learning - Majority voting mechanism - Sybil attack - Transportation system - Vehicular Adhoc Networks (VANETs);
D O I：
暂无
中图分类号：
学科分类号：
摘要：
11
引用
收藏
相关论文
共 50 条
  • [11] Development of an Attack Detection Module for Vehicular Ad-hoc Networks
    Drenyovszki, Rajmund
    Johanyak, Zsolt Csaba
    18TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS, SACI 2024, 2024, : 255 - 260
  • [12] Issues and Possibilities in Vehicular Ad-hoc Networks (VANETs)
    Jeremiah, Chukwu
    Nneka, Agwu Joy
    2015 INTERNATIONAL CONFERENCE ON COMPUTING, CONTROL, NETWORKING, ELECTRONICS AND EMBEDDED SYSTEMS ENGINEERING (ICCNEEE), 2015, : 254 - 259
  • [13] Sybil Attack Prevention and Detection in Vehicular Ad hoc Network
    Sharma, Aravendra Kumar
    Saroj, Sushil Kumar
    Chauhan, Sanjeev Kumar
    Saini, Sachin Kumar
    2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2016, : 594 - 599
  • [14] A Machine Learning-Based Intelligent Vehicular System (IVS) for Driver's Diabetes Monitoring in Vehicular Ad-Hoc Networks (VANETs)
    Sohail, Rafiya
    Saeed, Yousaf
    Ali, Abid
    Alkanhel, Reem
    Jamil, Harun
    Muthanna, Ammar
    Akbar, Habib
    APPLIED SCIENCES-BASEL, 2023, 13 (05):
  • [15] Using TPMs to secure Vehicular Ad-hoc Networks (VANETs)
    Guettel, Gilles
    Bryce, Ciaran
    INFORMATION SECURITY THEORY AND PRACTICES: SMART DEVICES, CONVERGENCE AND NEXT GENERATION NETWORKS, 2008, 5019 : 106 - 116
  • [16] Routing and Security Analysis in Vehicular Ad-Hoc Networks (VANETs)
    Deepak
    Kumar, Raj
    Rishi, Rahul
    PROCEEDINGS OF THE FIRST IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, INTELLIGENT CONTROL AND ENERGY SYSTEMS (ICPEICES 2016), 2016,
  • [17] An Adaptive Real-Time Malicious Node Detection Framework Using Machine Learning in Vehicular Ad-Hoc Networks (VANETs)
    Rashid, Kanwal
    Saeed, Yousaf
    Ali, Abid
    Jamil, Faisal
    Alkanhel, Reem
    Muthanna, Ammar
    SENSORS, 2023, 23 (05)
  • [18] Awareness routing algorithm in vehicular ad-hoc networks (VANETs)
    Deepak choudhary
    Roop Pahuja
    Journal of Big Data, 10
  • [19] Awareness routing algorithm in vehicular ad-hoc networks (VANETs)
    Choudhary, Deepak
    Pahuja, Roop
    JOURNAL OF BIG DATA, 2023, 10 (01)
  • [20] Multi-Channel Based Sybil Attack Detection in Vehicular Ad Hoc Networks Using RSSI
    Yao, Yuan
    Xiao, Bin
    Wu, Gaofei
    Liu, Xue
    Yu, Zhiwen
    Zhang, Kailong
    Zhou, Xingshe
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, 18 (02) : 362 - 375
12345