Estimated Candidate Pool (k)
< 12
Collapsed from US Census (335M)
Total Leaked Entropy
25.8 bits
High doxxing risk threshold exceeded
Active Adversary Pivots
4 Vectors
LinkedIn, Voter Roll, Imgur Facial, Pretext
Hardening Status
0 / 9 Hardened
Click tokens or 'Harden All' to sanitize
📝 Profile Entity Inspector
(r/femdompersonals case study)
Paste any personal ad or dating bio to test identifier leakage:
Selected: "cybersecurity major"
Entropy Contribution: 6.8 bits
Education
Narrow college majors in specific states shrink alumni search queries on LinkedIn to under 200 candidates per graduating class.
Sanitized Alternative:
"working in tech / software"
🕸️ Adversary OSINT Correlation Graph
Live D3.js Force Simulation
Leaked Entity
Public Registry / OSINT Pivot
Target Identity Anchor
Hardened / Neutralized
🔻 k-Anonymity Sieve Breakdown
Information Theory Reduction
| Filter Step | Entropy Leaked | Remaining Candidate Pool | Status |
|---|