Web Classifier Model

Machine Learning Model.md

webAttackDetector

A ML model to detect the payload type from the four used attacks such as XSS, SQLI, LFI and Command Injection. Model will also be looking if payload is valid payload or not

Features

• It can detect four attacks very effeciently such as XSS, LFI, SQLI and Command Injection
• It also verifies either entered input by the user is a valid payload or a simple string such as abc or 123 etc
• It can also be used as a WAF because it will trigger and alert if any of the web attacks is detected from the payload

Code Use

Installing the requirements

pip install -r requirements.txt

Run the code

python use_model_file.py

Working Examples

Enter payload: hello world                   

Input	Response
hello world	Dear user! please enter some valid payload..
123	Dear user! please enter some valid payload..
admin") or "1"="1"/*	sqli
javascript:alert(1)	xss
/etc/passwd	lfi
&ls;	command injection