Finnish notes for the book Machine Learning & Security (Chio & Freeman, 2018).
Sometimes the pages fail to load. This is due to failure in serving large HTML-files from Github to an external preview service. This is a Github-side problem, bu reload should alleviate it.
The chapter-wise notes should be viewable with mobile devices as well.
Why in Finnish and not in English?
The simple answer: To help native Finnish speakers grasp the consepts of machine learning better. There’s a plethora of books and online courses already about the subjects. What is missing however is an all-around repository of machine learning talk in Finnish. And its a shame, as native Finns regularly resort to speaking fluent Finglish when discussing the topics of machine learning. This is why.
Notes by Chapter
- 01 - Why Machine Learning and Security?
- 02 - Classifying and Clustering
- 03 - Anomaly Detection
- 04 - Malware Analysis
- 05 - Network Traffic Analysis
- 06 - Protecting the Consumer Web
- 07 - Production Systems
- 08 - Adversarial Machine Learning
To use and edit these files a Python installation with Jupyter package is required, while the contents are viewable within this Github repo. The notebooks for each chapter can be found under the folder
All diagrams have been made with draw.io.