Abstract: Cloud computing is surrounded by many security issues like securing data, and examining the utilization of cloud by the cloud computing vendors. The wide acceptance www has raised security risks along with the uncountable benefits, so is the case with cloud computing. The boom in cloud computing has brought lots of security challenges for the consumers and service providers. This study aims to identify the most vulnerable security threats in cloud computing by multi-layered security using IDS (Intrusion Detection Methods) that provides an average better performance than the single-layered approach. This method will improve the overall performance in execution time of data security.

Keywords: Cloud computing, Cloud Security, Intrusion Detection Method, Artificial Neural Network, Deep Learning, KDD Dataset.

| DOI: 10.17148/IARJSET.2021.8626