In this paper we introduce the problem of providing privacy preserving information for Web indexing, classification, and other information retrieval task. Web pages are represented by a frequency term vector that preserves k-anonymity for all the Web pages. This vector can then be used, for example, to build indexes of classifiers. Our proposal makes use of semantic micro aggregation.
Links:
[1] http://www.iiia.csic.es/en/individual/daniel-abril
[2] http://www.iiia.csic.es/en/individual/guillermo-navarro-arribas
[3] http://www.iiia.csic.es/en/individual/vicenc-torra
[4] http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5614556
[5] http://www.iiia.csic.es/en/publications/keyword/Web indexing task
[6] http://www.iiia.csic.es/en/publications/keyword/classification task
[7] http://www.iiia.csic.es/en/publications/keyword/frequency term vector
[8] http://www.iiia.csic.es/en/publications/keyword/k-anonymity preservation
[9] http://www.iiia.csic.es/en/publications/keyword/privacy preserving information retrieval
[10] http://www.iiia.csic.es/en/publications/keyword/semantic microaggregation
[11] http://www.iiia.csic.es/en/publications/keyword/Internet
[12] http://www.iiia.csic.es/en/publications/keyword/data privacy
[13] http://www.iiia.csic.es/en/publications/keyword/information retrieval
[14] http://www.iiia.csic.es/en/publications/keyword/pattern classification
[15] http://www.iiia.csic.es/en/publications/keyword/vectors
[16] http://www.iiia.csic.es/en/publications/export/tagged/4004
[17] http://www.iiia.csic.es/en/publications/export/xml/4004
[18] http://www.iiia.csic.es/en/publications/export/bib/4004
[19] http://www.iiia.csic.es/en/project/ares