README.md

Seminar_DDoSForecast

Introduction

This repository is a collection of code that I use for the "seminar" course in the Computer Science Department of Gadjah Mada University. The topic of this seminar is "Deep Learning Method for Prediction of DDoS Attacks on Social Media" which is taken from DOI:10.1142/S2424922X19500025

Configuration/Setup

Virtual Environment : Conda

How to create virtual environment: conda env create --name <env name> --file environment.yml

Tweet Module (twint)

Because there's some problem with twint module in pip3's default source. We need to install twint manualy from their repository.
command: pip3 install --user --upgrade git+https://github.com/twintproject/twint.git@origin/master#egg=twint

How to use

Train model

command: python3 train.py

Run prediction

command: python3 train.py input: <tweet keyword>

Screenshot