Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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Securities Anomalies

SEC/DOJ Heuristics

1,644 documents, 3 sources, 504.9MB, 19942026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, investment-adviser-fraud, non-corporate, boiler-room, crypto-securities contains 1,644 documents clear
SEC 1,474 docs
SEC Litigation Releases / complaint 283 | 2004–2026 | 273.8MB
SEC Litigation Releases / judgment 20 | 2003–2026 | 7.7MB
SEC Litigation Releases / litigation release 679 | 1998–2026 | 43.8MB
SEC Press Releases / complaint 103 | 2010–2025 | 139.4MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 388 | 1994–2026 | 16.0MB
DOJ 170 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 5 | 2013–2024 | 3.0MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 163 | 2013–2026 | 19.2MB
build b23a6a8 · corpus snapshot pinned to this build