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%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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

1,467 documents, 3 sources, 464.6MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: market-manipulation, financial-fraud, boiler-room, crypto-securities, cyber-fraud contains 1,467 documents clear
SEC 1,363 docs
SEC Litigation Releases / complaint 261 | 2000–2026 | 285.7MB
SEC Litigation Releases / judgment 31 | 2003–2026 | 13.1MB
SEC Litigation Releases / litigation release 725 | 1998–2026 | 46.5MB
SEC Press Releases / complaint 103 | 2007–2024 | 94.6MB
SEC Press Releases / press release 243 | 1997–2025 | 10.5MB
DOJ 104 docs
DOJ SDNY / indictment 4 | 2013–2024 | 2.2MB
DOJ SDNY / press release 100 | 2013–2026 | 11.8MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build