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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
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Identity disclosure

Identity disclosure refers to deanonymising a user identity.

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Unseen University, 2023, with a forest garden fostered by /ut7.

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