Exploration of Various Machine Learning Techniques for Identifying and Mitigating DDoS Attacks

被引：0
|
作者：
Falowo, Olufunsho I. [1 ]
Okpala, Izunna [1 ]
Kojo, Emmanuel [1 ]
Azumah, Sylvia [1 ]
Li, Chengcheng [1 ]
机构：
[1] University of Cincinnati, School of Information Technology, Cincinnati, United States
来源：
2023 20th Annual International Conference on Privacy, Security and Trust, PST 2023 | 2023年
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Cybersecurity
引用
收藏
相关论文
共 50 条
  • [1] Exploration of Various Machine Learning Techniques for Identifying and Mitigating DDoS Attacks
    Falowo, Olufunsho I.
    Okpala, Izunna
    Kojo, Emmanuel
    Azumah, Sylvia
    Li, Chengcheng
    2023 20TH ANNUAL INTERNATIONAL CONFERENCE ON PRIVACY, SECURITY AND TRUST, PST, 2023, : 133 - 139
  • [2] Mitigating Webshell Attacks through Machine Learning Techniques
    Guo, You
    Marco-Gisbert, Hector
    Keir, Paul
    FUTURE INTERNET, 2020, 12 (01):
  • [3] Multiclassification of DDoS attacks using machine and deep learning techniques
    Bhatia, Rashmi
    Sharma, Rohini
    International Journal of Security and Networks, 2024, 19 (02) : 63 - 76
  • [4] A Flexible SDN-Based Architecture for Identifying and Mitigating Low-Rate DDoS Attacks Using Machine Learning
    Arturo Perez-Diaz, Jesus
    Amezcua Valdovinos, Ismael
    Choo, Kim-Kwang Raymond
    Zhu, Dakai
    IEEE ACCESS, 2020, 8 (08): : 155859 - 155872
  • [5] Machine Learning Techniques to Detect DDoS Attacks on VANET System: A Survey
    Alrehan, Alia Mohammed
    Al-Haidari, Fahd
    2019 2ND INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS & INFORMATION SECURITY (ICCAIS), 2019,
  • [6] On detecting and mitigating phishing attacks through featureless machine learning techniques
    Martins de Souza, Cristian H.
    Lemos, Marcilio O. O.
    Dantas Silva, Felipe S.
    Souza Alves, Robinson L.
    INTERNET TECHNOLOGY LETTERS, 2020, 3 (01)
  • [7] Mitigating DNS Query-Based DDoS Attacks with Machine Learning on Software-Defined Networking
    Ahmed, Muhammad Ejaz
    Kim, Hyoungshick
    Park, Moosung
    MILCOM 2017 - 2017 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM), 2017, : 11 - 16
  • [8] Detecting DDoS Attacks Using Machine Learning Techniques and Contemporary Intrusion Detection Dataset
    Automatic Control and Computer Sciences, 2019, 53 : 419 - 428
  • [9] Analysis and Detection of DDoS Attacks on Cloud Computing Environment using Machine Learning Techniques
    Wani, Abdul Raoof
    Rana, Q. P.
    Saxena, U.
    Pandey, Nitin
    PROCEEDINGS 2019 AMITY INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AICAI), 2019, : 870 - 875
  • [10] Can Machine Learning Techniques be effectively used in real networks against DDoS attacks?
    Bakker, Jarrod N.
    Ng, Bryan
    Seah, Winston K. G.
    2018 27TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND NETWORKS (ICCCN), 2018,
12345