Ensemble Machine Learning Approaches for Detection of SQL Injection Attack

Detection and Prevention of SQL Injection attack

SQL injection is a technique where the attacker injects an input in the query in order to change the structure of the query intended by the programmer and gaining the access of the database which results modification or deletion of the user’s data. In the injection it exploits a security vulnerability occurring in database layer of an application. SQL injection attack is the most common attack ...

Learning System for SQL Injection Detection Using Syntax and Semantic Kernel in Support Vector Machine

Modern web application systems are generally consisted of database systems in order to process and store business information. These systems are highly interesting to hackers as they contain sensitive information and the diversity and amount of attacks severely undermine the effectiveness of classical signature-based detection. In this work we propose a novel approach for learning SQL statement...

Fault Detection of Anti-friction Bearing using Ensemble Machine Learning Methods

Anti-Friction Bearing (AFB) is a very important machine component and its unscheduled failure leads to cause of malfunction in wide range of rotating machinery which results in unexpected downtime and economic loss. In this paper, ensemble machine learning techniques are demonstrated for the detection of different AFB faults. Initially, statistical features were extracted from temporal vibratio...

Tampering THE SQL code INJECTION attack

− As Internet Telephony and Voice over IP (VoIP) are considered advanced Internet applications/services, they are vulnerable to attacks existing in Internet applications/services. For instance HTTP digest authentication attacks, malformed messages, message tampering with malicious code, SQL injection and more, can be launched against any Internet application/service. In this paper, we describe,...

SQL Injection Evasion Detection