The more there is data sharing and open data, the more likely it is that some private data is unintentionally revealed. In 2006 AOL released a list of 20 million Web search queries from which the user no. 4417749 was uniquely identified as Thelma Arnold, a 62-year-old widow who lives in Lilburn, Ga [1]. In…