Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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

2,024 documents, 3 sources, 639.0MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, accounting-fraud, investment-adviser-fraud, pre-ipo-fraud, boiler-room contains 2,024 documents clear
SEC 1,839 docs
SEC Litigation Releases / complaint 398 | 1998–2026 | 366.0MB
SEC Litigation Releases / judgment 26 | 2003–2026 | 11.1MB
SEC Litigation Releases / litigation release 1,035 | 1998–2026 | 66.6MB
SEC Press Releases / complaint 133 | 2004–2025 | 157.9MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 245 | 1997–2025 | 10.7MB
DOJ 185 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 4 | 2013–2023 | 2.5MB
DOJ SDNY / press release 180 | 2013–2026 | 21.2MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build