In0ri is a defacement detection system utilizing a image-classification convolutional neural network.
When monitoring a website, In0ri will periodically take a screenshot of the website then put it through a preprocessor that will resize the image down to 250x250px and numericalize the image before passing it onto the classifier. The core of the classifier is a convolutional neural network that is trained to detect the defacement of a website. If the monitored website is indeed, defaced, In0ri will send out warnings via email to the user.
- Python3 (version >=3.6)
- Docker
- Docker-compose
git clone https://github.com/J4FSec/In0ri.git
cd In0ri
Edit the file Alert/sendEmail.py
EMAIL_SERVER = "mail.example.com"
EMAIL_ADDRESS = "[email protected]"
EMAIL_PASSWORD = "$uper$ecurePa$$word"
Edit the file Alert/chatbot.py
CHAT_ID= 'foo' # Channel ID to send notifications to
TOKEN = 'bar' # Bot token retrieved from @BotFather
docker-compose up -d
There's two ways to deploy and using In0ri:
- Running off crontab by periodically visiting the url.
- Internal agent running off the web server
Visit the WebUI on https://<serverIP>:8080/
and click on "Register" then fill in the form and submit it.
Visit the WebUI on https://<serverIP>:8080/
and click on "Register" then fill in the form and submit it.
Click on "Create Agent" then fill in the form and check your email for the Agent's key.
On the web server that you wants to be monitored by In0ri, download the Agent folder from Github repository
Installing the required packages for the internal Agent
python3 -m pip install watchdog
python3 -m pip install requests
Edit the file config.json
in the same folder as agent
nano config.json
A key
is sent to your email after registering the Agent on the WebUI
rootPath
is the root directory of the web application that you want to be monitored
exludePath
are the subfolders that you wants excluded from the scans
apiServer
is the URL to the API server of In0ri
serverIP
is the IP of the API server of In0ri
{
"id":"01",
"key":"123123123",
"rootPath":"/var/www/html",
"excludePath":"",
"apiServer":"http://<serverIP>:8088/checkdeface"
}
And run the Agent:
python3 agent.py
In0ri is built by Echidna with the help of Cu64 and Klone.
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.