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Adversaries

  • Advertising eco-systems
  • Black markets
  • Data brokers
  • Data scientists
  • EU Regulators
  • Employers
  • Gray hats
  • Insurance companies
  • Law enforcement
  • Marketers and advertisers
  • Politicians

Assets

  • Auxiliary information
  • Data releases
  • Target dataset

Attack vectors

  • Classification analysis
  • Graph matching
  • Matching features
  • Sparsity-based
  • Trail re-identification

Attacks

  • Inference attacks
  • Linkage attacks
  • Structural attacks

Threats

  • Content disclosure
  • Identity disclosure
  • Link disclosure
  • New form of consent

Assistive technologies

  • Adversary skills
  • Behavioural analysis
  • Content analysis
  • Data storage
  • Link prediction
  • Predictive analysis
  • Spammer elimination
  • Timeliness

Uses

  • Advertising ecosystems
  • Click fraud (wars)
  • Customer churn analysis
  • Customer experience analysis
  • Fraud detection
  • Market analysis
  • Network monitoring
  • Recommendation engines
  • Research & development
  • Risk modelling
  • Sentiment analysis
  • Social network analysis

Impacts

  • ↑ Bias and discrimination
  • ↓ Competition
  • ↑ Data
  • ↑ Illegal and unethical mining
  • ↑ Regulation
  • ↑ Surveillance and tracking
De-anonymisation threat model
  • De-anonymisation threat model
  • Green Team
  • Improbability Blog
  • About
  • Register

Link disclosure

Link disclosure refers to deanonymising relationships between users.

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