RAKSHAK

Rakshak is an all-in-one integrated solution for prevention of cyber-crimes like cyber bullying/harassment, etc. We have built a web-extension, an android application and an admin dashboard website. This covers all the aspects, from prevention of crime through the custom Keyboard service to the automatically reporting of the crime to the authorities using the extension and android application accompanied by a portal wherein the analytics are performed on the data and the corresponding visualisations are displayed for a meaningful understanding. This will help in reducing the cyber-crime in India and will make Internet a safe place for everyone.

I) WEB EXTENSION

Installation:

1. Clone the repo.
2. Go to Chrome Browser and search chrome://extensions.
3. Enable Developer mode on top-right corner.
4. Click on Load unpacked and select 'web_ext' folder from the repo.
5. Now the Web Extension is loaded.

II) ANDROID APPLICATION

Custom Keyboard:

Installation:

1. Clone the repo.
2. Open Custom Keyboard folder in Android Studio.
3. Run the code on Emulator or Android Smartphone.
4. To enable the custom keyboard service, Go to SETTINGS->GENERAL MANAGEMENT->LANGUAGE AND INPUT->CHANGE DEFAULT KEYBOARD TO CUSTOM KEYBOARD

Working:

1. You can use it with any chat application like messenger, whatsapp, etc.
2. If user writes any hurtful message then a warning comes to reconsider the message.

III) Dashboard

It will be a password protected dashboard. All information are shown below here in real time. It shows information like top trollers, reported pornographic images. You can access the dashboard form here - Dashboard

IV) Deeplearning Model

1.For toxic comment removal:
model architecture : Universal Sentence Encoder
class : toxic, severe- toxic, obscene ,threat ,insult, identity-hate, sexual explicit
2.For inappropiate image classification:
model architecture : mobilenet
class : Porn , Hentai , Sexy , Neutral , drawing