sataketatsuya/sql_injection_pomdp

CTF-SQL-Injection

Modeling SQL Injection Using Deep Neural Reinforcement Learning on POMDP(A Partially Observable Morkov Decision Process)

Installation

• Clone this repository on your local computer
• configure .env as needed
• Run the docker-compose up -d.

git clone https://github.com/sataketatsuya/SQL_injection_pomdp.git
cd SQL_injection_pomdp/
cp sample.env .env
// modify sample.env as needed
docker-compose up -d
// visit localhost

Your LAMP stack is now ready!! You can access it via http://localhost.

Setup

Check the database ip address with the command docker inspect -f '{{.Name}} - {{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' $(docker ps -aq) | grep mysql

If you get the ip address, you edit $DBipaddress in ./php/const.php. This setup is necessary to access successfully database. Please make sure.

Experiment

Open neural_agent_model.ipynd on Jupyter Notebook.