Web-collaborative filtering: recommending music by crawling the Web
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
Collaborative filtering with privacy via factor analysis
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Collaborative Filtering with Privacy
SP '02 Proceedings of the 2002 IEEE Symposium on Security and Privacy
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CHI '05 Extended Abstracts on Human Factors in Computing Systems
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EC '06 Proceedings of the 7th ACM conference on Electronic commerce
Analysis of topological characteristics of huge online social networking services
Proceedings of the 16th international conference on World Wide Web
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Communications of the ACM
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Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Collaborative use of individual search histories
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Evaluating the Wisdom of Crowds in Assessing Phishing Websites
Financial Cryptography and Data Security
Bookmark hierarchies and collaborative recommendation
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Preserving privacy in collaborative filtering through distributed aggregation of offline profiles
Proceedings of the third ACM conference on Recommender systems
"You Might Also Like: " Privacy Risks of Collaborative Filtering
SP '11 Proceedings of the 2011 IEEE Symposium on Security and Privacy
Design and Evaluation of a Real-Time URL Spam Filtering Service
SP '11 Proceedings of the 2011 IEEE Symposium on Security and Privacy
Ethical design for security and privacy
Ethical design for security and privacy
Conducting an ethical study of web traffic
CSET'12 Proceedings of the 5th USENIX conference on Cyber Security Experimentation and Test
PeerSec: towards peer production and crowdsourcing for enhanced security
HotSec'12 Proceedings of the 7th USENIX conference on Hot Topics in Security
Pools, clubs and security: designing for a party not a person
Proceedings of the 2012 workshop on New security paradigms
FC'12 Proceedings of the 16th international conference on Financial Cryptography and Data Security
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The best way to protect information is never to release it. Yet even the earliest definition of security recognizes availability as a necessary quality. In this work, we seek to quantify the value of information disclosure for web resource evaluation and discovery. Communal evaluation tools help users share ratings on websites, music, and other online resources. This approach assumes that experiences are self-similar, so that a site one person visits is likely to have been evaluated and thus visited by others. Collaborative search tools aim for discovery as opposed to evaluation. Therefore, they assume participants in a collaborative network have large sets of non-overlapping sites so that an increase in network size corresponds to an increase in web coverage. We quantify the value of information sharing for these closely related but sometimes distinct functions. In this paper, we analyzed a dataset that includes eight weeks of browsing history of 1084 college students that live in the same dormitory. Our experiments showed that for discovery, more sharing monotonically improves results; for evaluation, however, there are decreasing marginal returns for each participant added to the network. The subject population was selected for its homogeneity in order to mimic a collaborative network.