Multiclassification of DDoS attacks using machine and deep learning techniques

被引:0
|
作者
Bhatia, Rashmi [1 ]
Sharma, Rohini [1 ]
机构
[1] Department of Computer Science and Applications, Panjab University, Chandigarh, India
关键词
Adaptive boosting - Brain - Decision trees - Denial-of-service attack - Feature extraction - Intrusion detection - Learning systems - Logistic regression - Nearest neighbor search;
D O I
10.1504/IJSN.2024.140268
中图分类号
学科分类号
摘要
引用
收藏
页码:63 / 76
相关论文
共 50 条
  • [1] The Classification of DDoS Attacks Using Deep Learning Techniques
    Boonchai, Jirasin
    Kitchat, Kotcharat
    Nonsiri, Sarayut
    [J]. 2022 7TH INTERNATIONAL CONFERENCE ON BUSINESS AND INDUSTRIAL RESEARCH (ICBIR2022), 2022, : 544 - 550
  • [2] Detecting DDoS Attacks Using Machine Learning Techniques and Contemporary Intrusion Detection Dataset
    [J]. Automatic Control and Computer Sciences, 2019, 53 : 419 - 428
  • [3] Analysis and Detection of DDoS Attacks on Cloud Computing Environment using Machine Learning Techniques
    Wani, Abdul Raoof
    Rana, Q. P.
    Saxena, U.
    Pandey, Nitin
    [J]. PROCEEDINGS 2019 AMITY INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AICAI), 2019, : 870 - 875
  • [4] Handling Intrusion and DDoS Attacks in Software Defined Networks Using Machine Learning Techniques
    Ashraf, Javed
    Latif, Seemab
    [J]. 2014 NATIONAL SOFTWARE ENGINEERING CONFERENCE (NSEC - 2014), 2014, : 55 - 60
  • [5] Detecting DDoS Attacks Using Machine Learning Techniques and Contemporary Intrusion Detection Dataset
    Bindra, Naveen
    Sood, Manu
    [J]. AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2019, 53 (05) : 419 - 428
  • [6] Detection DDOS Attacks Using Machine Learning Methods
    Aytac, Tugba
    Aydin, Muhammed Ali
    Zaim, Abdul Halim
    [J]. ELECTRICA, 2020, 20 (02): : 159 - 167
  • [7] DDoS Attacks Detection Using Machine Learning Algorithms
    Li, Qian
    Meng, Linhai
    Zhang, Yuan
    Yan, Jinyao
    [J]. DIGITAL TV AND MULTIMEDIA COMMUNICATION, 2019, 1009 : 205 - 216
  • [8] Detection of DDoS Attacks using Machine Learning Algorithms
    Saini, Parvinder Singh
    Behal, Sunny
    Bhatia, Sajal
    [J]. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM-2020), 2019, : 16 - 21
  • [9] Detecting DDoS Attacks in Software Defined Networks Using Deep Learning Techniques: A Survey
    Mwanza, Ntumpha P.
    Kalita, Jugal
    [J]. International Journal of Network Security, 2023, 25 (02) : 360 - 376
  • [10] Exploration of Various Machine Learning Techniques for Identifying and Mitigating DDoS Attacks
    Falowo, Olufunsho I.
    Okpala, Izunna
    Kojo, Emmanuel
    Azumah, Sylvia
    Li, Chengcheng
    [J]. 2023 20th Annual International Conference on Privacy, Security and Trust, PST 2023, 2023,