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%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
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Securities Anomalies

SEC/DOJ Heuristics

1,595 documents, 3 sources, 445.4MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: accounting-fraud, financial-fraud, investment-adviser-fraud, boiler-room contains 1,595 documents clear
SEC 1,488 docs
SEC Litigation Releases / complaint 277 | 1998–2026 | 252.3MB
SEC Litigation Releases / judgment 37 | 2003–2026 | 9.6MB
SEC Litigation Releases / litigation release 842 | 1998–2025 | 54.2MB
SEC Press Releases / complaint 95 | 2004–2024 | 101.5MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 235 | 1997–2024 | 9.9MB
DOJ 107 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 4 | 2013–2024 | 2.9MB
DOJ SDNY / press release 102 | 2013–2026 | 12.0MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build