\chapter{Introduction} \label{chap:introduction} The Internet has seen an unprecedented rise in traffic over the last few years which is accelerating still. Due to this growth, an increasing amount of user data is sent over the Internet. This user data is analyzed by companies in big industries such as social networking, advertising, internet service providers and news web sites. Although many services online appear to be free for individual users, the companies behind them have to sustain themselves and make profits every year. This has led to firms working extensively with user data to extract meaningful information from the way users use their services. The collected and inferred information can then be sold to interested parties which allows those parties to personalize their service, yielding higher customer engagement and thus higher profits. The end users themselves receive the short end of the stick by---often unconsciously---giving away their data without gaining much in turn. Because the means of data collection on the Internet are becoming increasingly invasive and omnipresent, tools to defend against such privacy intrusions are developed. It is beneficial to users to know how web sites are tracking their customers so that they can protect themselves against these tracking mechanisms. The aim of this thesis is to give an overview of tracking methods and tools to defend oneself against them. It seeks to answer the underlying research question of \emph{Which stateful tracking methods are used to track individuals on the Internet and which countermeasures exist?} \section{Terms and Scope} \label{sec:terms and scope}