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De-anonymization (also spelt as deanonymization) is a strategy in data mining in which anonymous data is cross-referenced with other sources of data to re-identify the anonymous data source.

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How can I protect myself against GCHQ's attempts to de-anonymise me?

Run your own tor node (it doesn't have to be exit node) and use it as the first hop. Tor works in the following way - you computer connects to tor node 1, tor node 1 connects to tor node 2, tor node …
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