Anonymity-preserving data collection

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Privacy-preserving data publishing: A survey of recent developments (2010, methodology): “Various cryptographic solutions [Yang et al. 2005]; anonymous communications [Chaum 1981; Jakobsson et al. 2002]; and statistical methods [Warner 1965] were proposed to collect records anonymously from their owners without revealing the owners identity.”
Towards efficient traffic-analysis resistant anonymity networks (2013, background): “Dining cryptographers (D-C) nets [6, 16] and verifiable shuffles [13, 22, 31] are cryptographic techniques that offer strong resistance to traffic analysis without requiring batching.”