Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

1,321 documents, 3 sources, 415.5MB, 19942026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, non-corporate, boiler-room, crypto-securities, advance-fee contains 1,321 documents clear
SEC 1,188 docs
SEC Litigation Releases / complaint 233 | 2004–2026 | 246.8MB
SEC Litigation Releases / judgment 14 | 2019–2025 | 5.9MB
SEC Litigation Releases / litigation release 513 | 1998–2026 | 33.2MB
SEC Press Releases / complaint 85 | 2010–2025 | 97.8MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 342 | 1994–2026 | 13.7MB
DOJ 133 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 2 | 2014–2024 | 964KB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 129 | 2013–2026 | 15.2MB
build b23a6a8 · corpus snapshot pinned to this build