Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
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Securities Anomalies

SEC/DOJ Heuristics

1,989 documents, 3 sources, 579.6MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, financial-fraud, investment-adviser-fraud, corporate-fraud contains 1,989 documents clear
SEC 1,871 docs
SEC Litigation Releases / complaint 315 | 2000–2026 | 305.0MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 42 | 2003–2026 | 22.5MB
SEC Litigation Releases / litigation release 1,090 | 1997–2026 | 70.0MB
SEC Press Releases / complaint 113 | 2007–2024 | 151.9MB
SEC Press Releases / press release 310 | 1998–2024 | 13.3MB
DOJ 118 docs
DOJ SDNY / indictment 5 | 2013–2024 | 3.1MB
DOJ SDNY / press release 113 | 2013–2026 | 13.3MB
build b23a6a8 · corpus snapshot pinned to this build