Update README.md

README.md

@@ -1,15 +1,21 @@
-# Awesome Code Template
+# Demo: Towards Better Understanding of Cybercrime: The Role of Fine-Tuned LLMs in Translation
+This repository contains a Dockerized web application that serves as a demo for the research related to the paper "Towards Better Understanding of Cybercrime: The Role of Fine-Tuned LLMs in Translation". The research is about translating Russian hacktivism messages using a Fine-Tuned GPT-3.5 model and comparing it with traditional translation services. The goal is to showcase the differences between translations and highlight the effectiveness of the LLM-based approach in real-world scenarios, such as understanding cybercrime discussions.
 
-This repository is a template with basic elements that every repository at Stratosphere should follow.
+# Usage
+Clone the Repository:
 
-## Features
+```bash
+:~$ git clone https://github.com/stratosphereips/demo-hacktivism-llm-translation.git demo-llm-translation
+:~$ cd demo-llm-translation
+:~$ docker build -t llm-translation-demo .
+:~$ docker run -d -p 80:80 --name llm-translation-demo llm-translation-demo
+```
 
-Write about what makes your [tool|code|data|repo] special.
+## Access the Application
 
-## Usage
+Open your web browser and go to http://localhost.
 
-Write about how others can use your [tool|code|data|repo].
+The application displays messages originally written in Russian along with their translated versions. It automatically rotates through different messages every 5 seconds, highlighting the differences in translations from multiple sources.
 
 # About
-
-This [tool|code|data|repo] was developed at the Stratosphere Laboratory at the Czech Technical University in Prague.
+This tool was developed at the Stratosphere Laboratory at the Czech Technical University in Prague. The Stratosphere Laboratory is committed to advancing research in cybersecurity, machine learning, and open-source tools for the security community.