Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Public Corruption 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%
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Securities Anomalies

SEC/DOJ Heuristics

1,141 documents, 3 sources, 371.6MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, boiler-room, corporate-fraud, health-care-fraud, public-corruption contains 1,141 documents clear
SEC 1,011 docs
SEC Litigation Releases / complaint 225 | 2001–2026 | 221.9MB
SEC Litigation Releases / judgment 4 | 2023–2026 | 1.9MB
SEC Litigation Releases / litigation release 562 | 1998–2026 | 36.1MB
SEC Press Releases / complaint 81 | 2010–2025 | 90.5MB
SEC Press Releases / press release 139 | 1997–2024 | 5.5MB
DOJ 130 docs
DOJ SDNY / indictment 2 | 2013–2014 | 658KB
DOJ SDNY / press release 128 | 2013–2026 | 15.1MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build