David Zeber
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The Representativeness of Automated Web Crawls as a Surrogate for Human Browsing Open
International audience
Actions speak louder than words: Semi-supervised learning for browser\n fingerprinting detection Open
As online tracking continues to grow, existing anti-tracking and\nfingerprinting detection techniques that require significant manual input must\nbe augmented. Heuristic approaches to fingerprinting detection are precise but\nmust be caref…
Actions speak louder than words: Semi-supervised learning for browser fingerprinting detection Open
As online tracking continues to grow, existing anti-tracking and fingerprinting detection techniques that require significant manual input must be augmented. Heuristic approaches to fingerprinting detection are precise but must be carefull…
Telemetry-Aware Add-on Recommendation for Web Browser Customization Open
Web Extensions (add-ons) allow clients to customize their Web browsing experience through the addition of auxiliary features to their browsers. The add-on ecosystem is a market differentiator for the Firefox browser, offering contributions…
The Effect of Ad Blocking on User Engagement with the Web Open
Web users are increasingly turning to ad blockers to avoid ads, which are often perceived as annoying or an invasion of privacy. While there has been significant research into the factors driving ad blocker adoption and the detrimental eff…
BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model Open
We propose a hybrid model of differential privacy that considers a combination of regular and opt-in users who desire the differential privacy guarantees of the local privacy model and the trusted curator model, respectively. We demonstrat…