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Scalable stylometry: can we de-anonymize the Internet by analyzing writing style? - Boing Boing

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Scalable stylometry: can we de-anonymize the Internet by analyzing writing style? - Boing Boing
Topic: Miscellaneous 7:12 am EST, Feb 22, 2012

Stanford's Arvind Narayanan describes a paper he co-authored on stylometry that has been accepted for the IEEE Symposium on Security and Privacy 2012. In On the Feasibility of Internet-Scale Author Identification (PDF) Narayanan and co-authors show that they can use stylometry to improve the reliability of de-anonymizing blog posts drawn from a large and diverse data-set, using a method that scales well. However, the experimental set was not "adversarial" -- that is, the authors took no countermeasures to disguise their authorship. It would be interesting to see how the approach described in the paper performs against texts that are deliberately anonymized, with and without computer assistance. The summary cites another paper by someone who found that even unaided efforts to disguise one's style makes stylometric analysis much less effective.

Scalable stylometry: can we de-anonymize the Internet by analyzing writing style? - Boing Boing



 
 
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