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Anonymity is seen as a technique, or a way of realizing, a certain other values, such as privacy, or liberty. Over the past few years, anonymity tools used on the dark web by criminals and malicious users have drastically altered the ability of law enforcement to use conventional surveillance techniques.
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De-identification is adopted as one of the main approaches toward data privacy protection. [7] It is commonly used in fields of communications, multimedia, biometrics, big data , cloud computing, data mining , internet, social networks, and audio–video surveillance.
Some solutions to being able to protect user privacy on the Internet can include programs such as "Rapleaf" which is a website that has a search engine that allows users to make all of one's search information and personal information private. Other websites that also give this option to their users are Facebook and Amazon. [78]
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De-anonymization is the reverse process in which anonymous data is cross-referenced with other data sources to re-identify the anonymous data source. [3] Generalization and perturbation are the two popular anonymization approaches for relational data. [ 4 ]
Anonymizing proxies or anonymizing networks like I2P and Tor can be used to prevent Internet service providers (ISP) from knowing which sites one visits and with whom one communicates, by hiding IP addresses and location, but does not necessarily protect a user from third party data mining.
She states that mail encryption is a powerful tool that protects one's email privacy. [13] Although it is widely available, it is rarely used, with the majority of email sent at risk of being read by third parties. [13] In general, encryption provides protection against malicious entities.