Cloud based framework for detecting malicious files using Machine Learning.
ExtWatcher evolved from the idea of Bachelor Thesis Project. At the moment it has support just for analyzing PDF files. But there are plans for integrating other ML models for analyzing different file formats.
By assembling more components into ExtWatcher, we came up with a more complex software system. We have developed:
Windows Servicefor detecting the downloaded files, blocking and uploading them to the Analyzing Framework. It can take the corresponding action on that blocked files based on the scanning result (unblock + keep / delete).System Tray Applicationfor catching the events thrown by Windows Service when a file is being scanned. The events are transformed into Windows System Notifications.Windows Installerthat wraps both the Windows Service and the System Tray App in order to automate the configuration and start of the application.React Dashboardfor visualizing the metadata generated after scanning files. As a bonus it offers a crossplatform solution that implies submitting the URL of a file and the Framework will download and analyze it automatically.
- C#, .NET
- Python Flask
- Scikit-learn
- ReactJS
- Windows Service + System Tray App
- ExtWatcher Dashboard
