Blockchain-based composite access control and secret sharing-based data distribution for security-aware deployments

被引:0
作者
Pampattiwar, Kalyani Nikhilesh [1 ,2 ]
Chavan, Pallavi Vijay [2 ]
机构
[1] Univ Mumbai, SIES Grad Sch Technol, Navi Mumbai, India
[2] DY Patil Deemed Univ, Ramrao Adik Inst Technol, Navi Mumbai 400706, Maharashtra, India
关键词
blockchain; authentication; access control; secret sharing; swarm intelligence; federated learning; cloud; genetic algorithm; quality of service; QoS; security; CLOUD; PRIVACY; FRAMEWORK; PROTOCOL;
D O I
10.1504/IJICS.2024.143920
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Securing cloud deployments includes patching and processing data from all input end-points that causes abnormal functioning and intrusions. To incorporate security measures into cloud installations, many security models use single or dual control mechanisms. Cloud deployments are built on static rules, limiting their scalability to certain attack scenarios. To address these limitations, this article presents a novel blockchain-based composite access control and secret sharing-based data distribution architecture for security-aware deployments. The proposed model splits and merges sidechains using a modified genetic algorithm. Quality of service awareness with federated deep learning improves model's performance. This approach combines swarm intelligence with secret sharing and provides dynamic as well as efficient data distribution in the cloud. The model helps mitigate distributed denial of service, Finney, man in the middle, Sybil network attacks, SQL injection and query-based attacks. The model's quality of service performance is monitored and compared against state-of-the-art models under various network traffic scenarios.
引用
收藏
页码:292 / 332
页数:42
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