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%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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Securities Anomalies

SEC/DOJ Heuristics

3,500 documents, 3 sources, 866.2MB, 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, financial-fraud, investment-adviser-fraud, fcpa, obstruction contains 3,500 documents clear
SEC 3,244 docs
SEC Litigation Releases / complaint 605 | 1995–2026 | 472.9MB
SEC Litigation Releases / judgment 35 | 2003–2026 | 12.5MB
SEC Litigation Releases / litigation release 1,889 | 1995–2026 | 120.7MB
SEC Press Releases / complaint 198 | 2006–2026 | 202.0MB
SEC Press Releases / press release 517 | 1997–2026 | 23.8MB
DOJ 256 docs
DOJ SDNY / indictment 6 | 2013–2024 | 5.0MB
DOJ SDNY / press release 250 | 2013–2026 | 29.4MB
build b23a6a8 · corpus snapshot pinned to this build