Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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

1,192 documents, 3 sources, 340.8MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: financial-fraud, broker-dealer-fraud, pre-ipo-fraud, boiler-room, crypto-securities contains 1,192 documents clear
SEC 1,108 docs
SEC Litigation Releases / complaint 219 | 2000–2026 | 201.6MB
SEC Litigation Releases / judgment 38 | 2011–2026 | 24.1MB
SEC Litigation Releases / litigation release 576 | 1999–2026 | 37.0MB
SEC Press Releases / complaint 67 | 2007–2024 | 57.0MB
SEC Press Releases / press release 208 | 1997–2025 | 10.0MB
DOJ 84 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.6MB
DOJ SDNY / press release 81 | 2013–2026 | 9.5MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build