For my research purpose ->
Needed some journal papers that can ensure the whole process is used to detect malware as well as give a look at privacy on the cloud system.
Thank you sir/mam...
Dear Al Akram Chowdhury,
the idea of Software-Defined Networking (SDN) can be adapted to enable intrusion detection and prevention, including malware detection, in different cloud-based systems. My short list of literature sources provides some ideas for malware detection using SDN-based system solutions.
Best regards and much success
Anatol Badach
Shang Gao,Zecheng Li, Yuan Yao, Bin Xiao, Songtao Guo, Yuanyuan Yang: „Software-Defined Firewall: Enabling Malware Traffic Detection and Programmable Security Control“
https://www4.comp.polyu.edu.hk/~shanggao/publications/Software-Defined_Firewall_Enabling_Malware_Traffic_Detection_and_Programmable_Security_Control.pdf
Krzysztof Cabaj, Wojciech Mazurczyk: Using Software-Defined Networking for Ransomware Mitigation: the Case of CryptoWall
https://asset-pdf.scinapse.io/prod/2511701350/2511701350.pdf
Elpida Rouka, Celyn Birkinshaw, Vassilios G. Vassilakis: „SDN-based Malware Detection and Mitigation: The Case of ExPetr Ransomware“
https://www.researchgate.net/publication/340256195
Krzysztof Cabaj, Wojciech Mazurczyk: Using Software-Defined Networking for Ransomware Mitigation: the Case of CryptoWall
https://asset-pdf.scinapse.io/prod/2511701350/2511701350.pdf
Noman Mazhar,Rosli Salleh, Mohammad Asif Hossain, Muhammad Zeeshan: "SDN based Intrusion Detection and Prevention Systems using Manufacturer Usage Description: A Survey"
https://thesai.org/Downloads/Volume11No12/Paper_83-SDN_based_Intrusion_Detection_and_Prevention.pdf
João Marcelo Ceron, Cíntia Borges Margi. Lisandro Zambenedetti Granville: „MARS: An SDN-based malware analysis solution“
https://ieeexplore.ieee.org/document/7543792
Modern and Traditional techniques- based
https://www.researchgate.net/publication/266563601_Malware_Detection_in_Cloud_Computing
https://thesai.org/Downloads/Volume5No4/Paper_27-Malware_Detection_in_Cloud_Computing.pdf
https://thesai.org/Publications/ViewPaper?Volume=5&Issue=4&Code=IJACSA&SerialNo=27
https://journalofcloudcomputing.springeropen.com/articles/10.1186/s13677-017-0098-8
SDN https://www.researchgate.net/publication/306526723_Using_malware_for_software-defined_networking-based_smart_home_security_management_through_a_taint_checking_approach
https://journals.sagepub.com/doi/full/10.1177/1550147716662947
Machine learning-based
https://www.researchgate.net/publication/290780779_Analysis_of_Machine_Learning_Techniques_used_in_Malware_Classification_in_Cloud_Computing_Environment
https://arxiv.org/pdf/2105.09268.pdf
Article:https://towardsdatascience.com/malware-classification-using-machine-learning-7c648fb1da79
http://www.ijitee.org/wp-content/uploads/papers/v9i6/F4043049620.pdf
Deep learning-based
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9455368
https://www.sciencedirect.com/science/article/pii/S2214212620308164
https://www.researchgate.net/publication/346346812_Malware_classification_for_the_cloud_via_semi-supervised_transfer_learning
https://publish.tntech.edu/index.php/PSRCI/article/view/758
https://www.mecs-press.org/ijcnis/ijcnis-v12-n6/IJCNIS-V12-N6-3.pdf
The paper titled "Detection of denial of service attacks using dominance based rough set" will give some idea. Refer this paper of mine
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