Can websites track you without telling you about it or giving you an easy way to see what they're doing? Yes. Can we stop it? Yes!
We achieved a +16.6% improvement over the state of the art for detecting Canvas fingerprinting techniques.
ML-CB uses machine learning and was trained on a dataset we created by scraping roughly half a million websites using a custom Google Chrome extension storing information related to the canvas. Out new classifier is highly accurate, robust, and resiliant to modern-day anti-fingerprinting techniques.