HTTP Vulnerability is an important security threat in this era. Currently attacks like SQL and DOS attacks are utmost common threats originate in the web applications. Mostly web application security vulnerabilities are SQL injection in which statements from SQL are reformed by attackers which is accomplished by applications over the web and presented to the server containing database. This type of attack is happening direct to lack of parameters used in SQL used and validation of input. Different type of latest web application attacks are SQLi, cross site scripting, session management and broker authentication , security misconfiguration ,insecure direct object references, , CCRF are identified in this paper. System developed attack identification and detection of SQL injection attack by using cloud service provider. This paper shows infrastructure on the cloud with virtual machine. Security groups are created to monitor the network traffic as inbound and outbound. Some test cases are performed to identify and detect such a type of attacks. Different pattern of attacks are considered. Risk and challenges of SQL injection attacks are mentioned.SQL injection attack model performance is shown in the system