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%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

1,813 documents, 3 sources, 571.3MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, financial-fraud, broker-dealer-fraud, boiler-room, crypto-securities, obstruction contains 1,813 documents clear
SEC 1,671 docs
SEC Litigation Releases / complaint 356 | 2000–2026 | 340.7MB
SEC Litigation Releases / judgment 36 | 2011–2026 | 19.9MB
SEC Litigation Releases / litigation release 900 | 1998–2026 | 57.7MB
SEC Press Releases / complaint 121 | 2007–2025 | 123.5MB
SEC Press Releases / press release 258 | 1997–2025 | 11.2MB
DOJ 142 docs
DOJ SDNY / indictment 4 | 2014–2024 | 2.1MB
DOJ SDNY / press release 138 | 2013–2026 | 16.2MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build