A Comprehensive Analysis of Machine Learning- and Deep Learning-Based Solutions for DDoS Attack Detection in SDN-Reference-Cited by-同舟云学术

A Comprehensive Analysis of Machine Learning- and Deep Learning-Based Solutions for DDoS Attack Detection in SDN

Published:2023-07-11 Issue: Volume: Page:
ISSN:2193-567X
Container-title:Arabian Journal for Science and Engineering
language:en
Short-container-title:Arab J Sci Eng

Author:

Aslam Naziya^ORCID,Srivastava Shashank,Gore M. M.

Funder

Ministry of Science and Technology

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

Link

https://link.springer.com/content/pdf/10.1007/s13369-023-08075-2.pdf

Reference268 articles.

1. AWS Shield.: Aws shield threat landscape report - q1 2020 (2020). https://aws-shield-tlr.s3.amazonaws.com/2020-Q1_AWS_Shield_TLR.pdf. Accessed 11 Sept 2022

2. Abou El Houda, Z.; Khoukhi, L.; Hafid, A.S.: Bringing intelligence to software defined networks: mitigating DDoS attacks. IEEE Trans. Netw. Serv. Manag. 17(4), 2523–2535 (2020)

3. Ahmed, M.E.; Kim, H.; Park, M.: Mitigating DNS query-based DDoS attacks with machine learning on software-defined networking. In: MILCOM 2017–2017 IEEE Military Communications Conference (MILCOM), pp. 11–16. IEEE (2017)

4. Ahuja, N.; Singal, G.; Mukhopadhyay, D.; et al.: Automated DDoS attack detection in software defined networking. J. Netw. Comput. Appl. 187(103), 108 (2021)

5. Ahuja, N.; Singal, G.: DDoS attack detection & prevention in SDN using OpenFlow statistics. In: 2019 IEEE 9th International Conference on Advanced Computing (IACC) , pp. 147–152. IEEE (2019)

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