Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,392 documents, 3 sources, 444.0MB, 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, pre-ipo-fraud, boiler-room, health-care-fraud contains 1,392 documents clear
SEC 1,270 docs
SEC Litigation Releases / complaint 285 | 2004–2026 | 252.9MB
SEC Litigation Releases / judgment 23 | 2011–2026 | 20.9MB
SEC Litigation Releases / litigation release 700 | 1998–2026 | 44.9MB
SEC Press Releases / complaint 88 | 2010–2025 | 102.4MB
SEC Press Releases / press release 174 | 1997–2025 | 8.0MB
DOJ 122 docs
DOJ SDNY / indictment 2 | 2014 | 771KB
DOJ SDNY / press release 120 | 2013–2026 | 14.1MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build