EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Health Care 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%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
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Securities Anomalies

SEC/DOJ Heuristics

1,364 documents, 3 sources, 459.5MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, broker-dealer-fraud, boiler-room, crypto-securities, health-care-fraud, obstruction contains 1,364 documents clear
SEC 1,241 docs
SEC Litigation Releases / complaint 285 | 2004–2026 | 265.7MB
SEC Litigation Releases / judgment 23 | 2011–2026 | 17.2MB
SEC Litigation Releases / litigation release 662 | 1998–2026 | 42.4MB
SEC Press Releases / complaint 96 | 2010–2025 | 110.7MB
SEC Press Releases / press release 175 | 1997–2025 | 8.1MB
DOJ 123 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.2MB
DOJ SDNY / press release 120 | 2013–2026 | 14.1MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build