Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

885 documents, 3 sources, 255.5MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: financial-fraud, pre-ipo-fraud, boiler-room, affinity-fraud contains 885 documents clear
SEC 822 docs
SEC Litigation Releases / complaint 144 | 1990–2026 | 156.6MB
SEC Litigation Releases / judgment 15 | 2019–2026 | 6.8MB
SEC Litigation Releases / litigation release 461 | 1999–2026 | 29.6MB
SEC Press Releases / complaint 46 | 2007–2024 | 47.5MB
SEC Press Releases / press release 156 | 1997–2025 | 6.9MB
DOJ 63 docs
DOJ SDNY / indictment 1 | 2024 | 835KB
DOJ SDNY / press release 62 | 2013–2026 | 7.3MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build