1.Different Cloud attack pattern analyses and their predictions were also performed, such as DDoS, Man in a Middle attack, Malware, etc.
2. ML techniques are being used to detect malware attacks in Cloud system. In addition to this, the development of the Hybrid Malware Detection Model(MDMT) to detect malicious files and protect VMs is also developed.
3. This model contains two techniques to identify malicious files. The first module of the system works upon ML-based classification techniques, which classify input files into malicious and non-malicious categories based on its training.