Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

3,590 documents, 3 sources, 921.2MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, financial-fraud, broker-dealer-fraud, boiler-room, affinity-fraud, fcpa contains 3,590 documents clear
SEC 3,360 docs
SEC Litigation Releases / complaint 635 | 1990–2026 | 509.6MB
SEC Litigation Releases / judgment 50 | 2011–2026 | 27.5MB
SEC Litigation Releases / litigation release 1,927 | 1995–2026 | 123.3MB
SEC Press Releases / complaint 205 | 2006–2026 | 205.9MB
SEC Press Releases / press release 543 | 1997–2026 | 25.1MB
DOJ 230 docs
DOJ SDNY / indictment 4 | 2013–2024 | 3.2MB
DOJ SDNY / press release 226 | 2013–2026 | 26.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build