FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
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Securities Anomalies

SEC/DOJ Heuristics

4,130 documents, 3 sources, 1113.5MB, 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, market-manipulation, accounting-fraud, broker-dealer-fraud, fcpa contains 4,130 documents clear
SEC 3,862 docs
SEC Litigation Releases / complaint 772 | 1995–2026 | 630.0MB
SEC Litigation Releases / judgment 71 | 2003–2026 | 40.0MB
SEC Litigation Releases / litigation release 2,192 | 1995–2026 | 140.4MB
SEC Press Releases / complaint 254 | 2004–2026 | 239.6MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 571 | 1997–2026 | 26.2MB
DOJ 268 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 5 | 2013–2014 | 3.3MB
DOJ SDNY / press release 262 | 2013–2026 | 31.0MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build