FINDING · DETECTION

Screen resolution (572 distinct values, 4.5% unique, entropy 5.51), WebGL Unmasked Renderer (654 distinct values, 3.2% unique, entropy 6.833), and User-Agent (434 distinct values, 2.8% unique, entropy 4.613) are simultaneously the most uniquely identifying individual attributes and the strongest demographic predictors by normalized mutual information across all five demographic categories tested (gender, age, income, Hispanic ethnicity, race).

From 2025-berke-unique-whose-webHow Unique is Whose Web Browser? The role of demographics in browser fingerprinting among US users · §7.2, Figure 6, Table 1 · 2025 · PoPETs 2025

Implications

Tags

censors
generic
techniques
tls-fingerprintml-classifier

Extracted by claude-sonnet-4-6 — review before relying.