{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T06:13:24Z","timestamp":1761718404182},"reference-count":0,"publisher":"Privacy Enhancing Technologies Symposium Advisory Board","issue":"2","license":[{"start":{"date-parts":[[2015,6,1]],"date-time":"2015-06-01T00:00:00Z","timestamp":1433116800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,6,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>Privacy in the Web has become a major concern resulting in the popular use of various tools for blocking tracking services. Most of these tools rely on manually maintained blacklists, which need to be kept up-to-date to protect Web users\u2019 privacy efficiently. It is challenging to keep pace with today\u2019s quickly evolving advertisement and analytics landscape. In order to support blacklist maintainers with this task, we identify a set of Web traffic features for identifying privacyintrusive services. Based on these features, we develop an automatic approach that learns the properties of advertisement and analytics services listed by existing blacklists and proposes new services for inclusion on blacklists. We evaluate our technique on real traffic traces of a campus network and find in the order of 200 new privacy-intrusive Web services that are not listed by the most popular Firefox plug-in Adblock Plus. The proposed Web traffic features are easy to derive, allowing a distributed implementation of our approach.<\/jats:p>","DOI":"10.1515\/popets-2015-0018","type":"journal-article","created":{"date-parts":[[2015,6,24]],"date-time":"2015-06-24T17:02:48Z","timestamp":1435165368000},"page":"282-298","source":"Crossref","is-referenced-by-count":35,"title":["An Automated Approach for Complementing Ad Blockers\u2019 Blacklists"],"prefix":"10.56553","volume":"2015","author":[{"given":"David","family":"Gugelmann","sequence":"first","affiliation":[{"name":"ETH Zurich, Switzerland"}]},{"given":"Markus","family":"Happe","sequence":"additional","affiliation":[{"name":"ETH Zurich, Switzerland"}]},{"given":"Bernhard","family":"Ager","sequence":"additional","affiliation":[{"name":"ETH Zurich, Switzerland"}]},{"given":"Vincent","family":"Lenders","sequence":"additional","affiliation":[{"name":"armasuisse, Switzerland"}]}],"member":"35752","published-online":{"date-parts":[[2015,6,22]]},"container-title":["Proceedings on Privacy Enhancing Technologies"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/content.sciendo.com\/view\/journals\/popets\/2015\/2\/article-p282.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.sciendo.com\/article\/10.1515\/popets-2015-0018","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,20]],"date-time":"2022-07-20T16:29:12Z","timestamp":1658334552000},"score":1,"resource":{"primary":{"URL":"https:\/\/petsymposium.org\/popets\/2015\/popets-2015-0018.php"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,6,1]]},"references-count":0,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2015,6,22]]},"published-print":{"date-parts":[[2015,6,1]]}},"alternative-id":["10.1515\/popets-2015-0018"],"URL":"https:\/\/doi.org\/10.1515\/popets-2015-0018","relation":{},"ISSN":["2299-0984"],"issn-type":[{"value":"2299-0984","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,6,1]]}}}