Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development

Chapter 15 An implementation of machine learning to detect real time web application vulnerabilities

Tarun Dhar Diwan

Govt. E. Raghavendra Rao P.G. Science College, Bilaspur, India

Siddhartha Choubey

Shri Shankaracharya Technical Campus, Bhilai, India

H. S. Hota

Atal Bihari Vajpayee Vishwavidyalaya, Bilaspur, India

DOI: 10.1201/9781003386599-17

Contents

1. 15.1 Introduction
2. 15.2 Architecture of vulnerability scanners
   • 15.2.1 Objective
   • 15.2.2 Techniques for vulnerability scanning
3. 15.3 Recognition of vulnerabilities automatically
   • 15.3.1 Crawling component
   • 15.3.2 Component of attack
   • 15.3.3 Analysis modules
4. 15.4 Principles of attack and analyzation
   • 15.4.1 SQL injection attack
   • 15.4.2 Simple reflected XSS attack
   • 15.4.3 Encoded reflected XSS
   • 15.4.4 ...