A Novel Framework for Cyber Security Attacks on Cloud-Based Services

Particularly when creating cloud apps and web services, the cybersecurity of cloud services plays a crucial role. Use of the internet is required for cloud computing; Consequently, there is constant pressure to compromise the security of its services. A malicious attempt to cause harm is made by a distributed denial of service (DDoS) attack, by overrunning it with internet traffic, the targeted cloud's regular traffic is reduced. The security of cloud computing is severely hampered because of this. All types of DDoS attacks are introduced as an approach of cybersecurity for protecting the cloud and its services introduced in this paper, to assess how well the proposed algorithm works and performs, by examining the relationship between legitimate and malicious traffic. In terms of specificity, precision, and sensitivity, the researcher assessed the performance of the proposed approach. To defend against DDoS attacks when using cloud services, the experiments' results were very positive feedback. For preventing DDoS attacks, with an average specificity of 97.39%, a regular sensitivity of 92.31%, a typical accuracy of 96.53%, and a usual performance of 95.41%, promising results came from the tests.