Detecting DDoS attacks in cloud computing using ANN and black hole optimization

被引:0
|
作者
Kushwah, Gopal Singh [1 ]
Ali, Syed Taqi [1 ]
机构
[1] NIT Kurukshetra, Dept Comp Engn, Kurukshetra, Haryana, India
关键词
Cloud computing; DDoS attack; Artificial neural network; Black hole optimization; ENVIRONMENT;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Cloud computing is now a widely accepted technology, as it provides on-demand services on pay-as-you-use basis. These services are provided over Internet, worldwide. Availability is a major concern in this technology. Distributed denial of service (DDoS) attack is used to thwart the availability of cloud services. In this paper, we propose a model to detect DDoS attacks in cloud computing based on artificial neural networks and black hole optimization algorithm.
引用
收藏
页码:355 / 359
页数:5
相关论文
共 50 条
  • [1] Detecting DDoS Attacks in Cloud Computing Environment
    Lonea, A. M.
    Popescu, D. E.
    Tianfield, H.
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2013, 8 (01) : 70 - 78
  • [2] Flow Correlation Degree Optimization Driven Random Forest for Detecting DDoS Attacks in Cloud Computing
    Cheng, Jieren
    Li, Mengyang
    Tang, Xiangyan
    Sheng, Victor S.
    Liu, Yifu
    Guo, Wei
    SECURITY AND COMMUNICATION NETWORKS, 2018,
  • [3] Optimized extreme learning machine for detecting DDoS attacks in cloud computing
    Kushwah, Gopal Singh
    Ranga, Virender
    COMPUTERS & SECURITY, 2021, 105
  • [4] Detecting DDoS Attacks in Cloud Computing Using Extreme Learning Machine and Adaptive Differential Evolution
    Kushwah, Gopal Singh
    Ranga, Virender
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 124 (03) : 2613 - 2636
  • [5] Detecting DDoS Attacks in Cloud Computing Using Extreme Learning Machine and Adaptive Differential Evolution
    Gopal Singh Kushwah
    Virender Ranga
    Wireless Personal Communications, 2022, 124 : 2613 - 2636
  • [6] Mitigation of DDoS Attacks in Cloud Computing
    Daffu, Preeti
    Kaur, Amanpreet
    2016 5TH INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND EMBEDDED SYSTEMS (WECON), 2016, : 209 - 213
  • [7] Detection of DDoS Attacks Using Machine Learning in Cloud Computing
    Sharma, Vishal
    Verma, Vinay
    Sharma, Anand
    ADVANCED INFORMATICS FOR COMPUTING RESEARCH, ICAICR 2019, PT II, 2019, 1076 : 260 - 273
  • [8] Detection of DDOS Attacks in Cloud Computing Environment
    Hamdani, Farhaan Noor
    Siddiqui, Farheen
    PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICCS), 2019, : 83 - 87
  • [9] Detection And Countermeasures of DDoS Attacks in Cloud Computing
    Elsayed, Mahmoud Said
    Azer, Marianne A.
    2018 TENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN 2018), 2018, : 702 - 707
  • [10] Detecting TCP-based DDoS Attacks in Baidu Cloud Computing Data Centers
    Jiao, Jiahui
    Ye, Benjun
    Zhao, Yue
    Stones, Rebecca J.
    Wang, Gang
    Liu, Xiaoguang
    Wang, Shaoyan
    Xie, Guangjun
    2017 IEEE 36TH INTERNATIONAL SYMPOSIUM ON RELIABLE DISTRIBUTED SYSTEMS (SRDS), 2017, : 256 - 258