Dumviri: Detecting Trackers and Mixed Trackers with a Breakage Detector

Previous automatic tracker detection work lacks features to recognize web page breakage and often resort to manual analysis to assess the breakage caused by blocking trackers.
We introduce Dumviri, which incorporates a breakage detector that can automatically detect web page breakage caused by erroneously blocking a resource that is needed by the page to function properly. This addition allows Dumviri to prevent functional resources from being misclassified as trackers and increases overall detection accuracy. We designed Dumviri to take differential …

analysis automatic blocking can cs.cr detect detection detector features page resource tracker trackers web work