Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Database management systems (DBMS) represent the ultimate layer in preventing malicious data access or corruption and implement several security mechanisms to protect data. Hover these mechanisms cannot always stop malicious users from accessing data by exploiting system vulnerabilities. The aim of this paper is to propose an intrusion detection mechanism for DBMS to fill this gap. Our approach consists of a comprehensive representation of user database utilization profiles to perform concurrent intrusion detection. Prior to the detection it is necessary to define and learn these utilization profiles. Profiles are defined using a three level abstraction and learned directly from monitoring the database utilization in real conditions. The proposed mechanism is generic and can be easily implemented in commercial and open-source DBMS.
['José Da Fonseca', 'Marco Vieira', 'Henrique Madeira']
I am writing a research paper on a idea Monitoring Database Application Behavior for Intrusion Detection
[{"from": "human", "value": "I am writing a research paper on a idea Monitoring Database Application Behavior for Intrusion Detection"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Database management systems (DBMS) represent the ultimate layer in preventing malicious data access or corruption and implement several security mechanisms to protect data. Hover these mechanisms cannot always stop malicious users from accessing data by exploiting system vulnerabilities. The aim of this paper is to propose an intrusion detection mechanism for DBMS to fill this gap. Our approach consists of a comprehensive representation of user database utilization profiles to perform concurrent intrusion detection. Prior to the detection it is necessary to define and learn these utilization profiles. Profiles are defined using a three level abstraction and learned directly from monitoring the database utilization in real conditions. The proposed mechanism is generic and can be easily implemented in commercial and open-source DBMS."}]