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Advertising has become an integral and inseparable part of the World Wide Web. However, neither public auditing nor monitoring mechanisms still exist in this emerging area. In this paper, we present our initial efforts on building a network and content-level auditing service for Web-based ad networks. Our network-level measurements -- charting the network infrastructure and quantifying the ad platforms'...
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