Adaptive Neuro-Fuzzy Technique for Jamming Detection in VANETs

被引：1
|
作者：
Shetty, Shubha R. [1 ]
Manjaiah, D. H. [1 ]
机构：
[1] Mangalore Univ, Dept Comp Sci, Mangalore, India
来源：
PROCEEDINGS OF THIRD DOCTORAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE, DOSCI 2022 | 2023年 / 479卷
关键词：
VANET; Jamming attacks; ANFIS; Detection rates; OPTIMIZATION; ALGORITHM;
D O I：
10.1007/978-981-19-3148-2_49
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
VANET is gaining popularity in recent generation. As increase in the advancement in technology due to the emerging of industry 4.0, VANET is also used in different applications. But the cyber-security attacks are major problem in the VANETs. In recent times, researchers are coming up with various algorithms as a solution to the security problem in the VANETs. In this work, adaptive neuro-fuzzy-based algorithm is introduced. In order to validate results, variables such as detection time, detection ratio, and positive false ratio are used. The outcome of the presented method is finer in comparison to existing methods.
引用
收藏
页码：571 / 580
页数：10
相关论文
共 50 条
  • [31] Adaptive Neuro-Fuzzy Inference Systems for Automatic Detection of Breast Cancer
    Elif Derya Übeyli
    Journal of Medical Systems, 2009, 33
  • [32] Detection of waterborne bacteria using Adaptive Neuro-Fuzzy Inference System
    Khan, Farhan Mohammad
    Sridhar, Smriti
    Gupta, Rajiv
    2019 7TH INTERNATIONAL CONFERENCE ON ENVIRONMENT POLLUTION AND PREVENTION (ICEPP 2019), 2020, 158
  • [33] Electrical machine fault detection using adaptive neuro-fuzzy inference
    Ye, ZM
    Wu, B
    Sadeghian, AR
    JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 390 - 394
  • [34] An adaptive neuro-fuzzy system for automatic image segmentation and edge detection
    Boskovitz, V
    Guterman, H
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2002, 10 (02) : 247 - 262
  • [35] Adaptive Neuro-Fuzzy Networks with the aid of fuzzy granulation
    Kwak, KC
    Kim, DH
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2005, E88D (09): : 2189 - 2196
  • [36] Plant Leaf Disease Detection Using Adaptive Neuro-Fuzzy Classification
    Sabrol, Hiteshwari
    Kumar, Satish
    ADVANCES IN COMPUTER VISION, CVC, VOL 1, 2020, 943 : 434 - 443
  • [37] SQL Injection Attacks Detection and Prevention Based on Neuro-Fuzzy Technique
    Nofal, Doaa E.
    Amer, Abeer A.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT SYSTEMS AND INFORMATICS 2019, 2020, 1058 : 722 - 738
  • [38] RETRACTED: Detection of exudates using neuro-fuzzy technique (Retracted Article)
    Jeyapriya, J.
    Umadevi, K. S.
    INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING EDUCATION, 2020, 60 (1_suppl) : 1791 - 1800
  • [39] Analysis of the Laser Forming of Shaped Surfaces Using the Adaptive Neuro-fuzzy Technique
    Jovic, S.
    Skulic, A.
    Lazarevic, M.
    LASERS IN ENGINEERING, 2018, 40 (4-6) : 333 - 340
  • [40] Analysis of the laser forming of shaped surfaces using the adaptive neuro-fuzzy technique
    Jovic, S. (srdjanjovic2016@hotmail.com), 2018, Old City Publishing (40) : 4 - 6
12345