nf1s/selenium_phishing_detector

A New Heuristic Based Phishing Detection Approach Utilizing Selenium Web-driver

Selenium-Phishing-Detector

Project overview

• A New Heuristic Based Phishing Detection Approach Utilizing Selenium Web-driver
• Publication at University of Tartu

Setup

Use Python 3.6

pip install -r requirements.txt

Built With:

• Selenium Selenium web driver
• Alexa_scrapper Scrapper for Alexa to get new Legit webpages
• Google_scrapper Scrapper for google
• MongoDB Main database
• InfluxDB Logging Database
• Graphana Graph server for Influx db to show log data
• Dnspython Dns package for python
• Whois whois python package

Scrapping login pages from google

GoogleScraper -m http --keyword "login" -n 10 -p 1000 --num-workers 10 --search-engines "google" --output-filename legit.json

scrapping Phishing pages from phishtank

cd scraper
./scrapper.sh

Running the application

python phish_detect.py

Run Graphana and check results

http://localhost:3306