Consider improving canvas fingerprinting detection heuristic #822
Labels
feature/shields/fingerprint
The fingerprinting (aka: "device recognition") protection provided in Shields
feature/shields
The overall Shields feature in Brave.
priority/P5
Not scheduled. Don't anticipate work on this any time soon.
privacy
Milestone
http://randomwalker.info/publications/OpenWPM_1_million_site_tracking_measurement.pdf gives a canvas fingerprinting heuristic that has a much lower false positive rate than our current one:
And for canvas font detection:
However, perhaps it makes sense for us to use a more strict detection method with a higher false positive rate, since we are trying to defend against fingerprinting attacks on real people (not merely detect it for the purpose of a study). If it turns out that our false positive rate is too high and causing sites to be unusable, we could fall back to the heuristics above.
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