Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% 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%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
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Securities Anomalies

SEC/DOJ Heuristics

2,390 documents, 3 sources, 772.5MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, market-manipulation, financial-fraud, investment-adviser-fraud, crypto-securities contains 2,390 documents clear
SEC 2,177 docs
SEC Litigation Releases / complaint 456 | 2000–2026 | 452.2MB
SEC Litigation Releases / judgment 37 | 2003–2026 | 14.9MB
SEC Litigation Releases / litigation release 1,185 | 1998–2026 | 75.8MB
SEC Press Releases / complaint 169 | 2007–2025 | 186.4MB
SEC Press Releases / press release 330 | 1998–2025 | 14.1MB
DOJ 213 docs
DOJ SDNY / indictment 8 | 2013–2024 | 4.8MB
DOJ SDNY / press release 205 | 2013–2026 | 24.2MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build