Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

4,130 documents, 3 sources, 1105.5MB, 19952026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, ponzi, financial-fraud, broker-dealer-fraud, fcpa contains 4,130 documents clear
SEC 3,835 docs
SEC Litigation Releases / complaint 774 | 1995–2026 | 633.6MB
SEC Litigation Releases / judgment 50 | 2011–2026 | 27.5MB
SEC Litigation Releases / litigation release 2,185 | 1995–2026 | 139.8MB
SEC Press Releases / complaint 249 | 2006–2026 | 241.1MB
SEC Press Releases / press release 577 | 1997–2026 | 25.7MB
DOJ 295 docs
DOJ SDNY / indictment 5 | 2013–2024 | 3.6MB
DOJ SDNY / press release 290 | 2013–2026 | 34.1MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build