Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
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

3,891 documents, 3 sources, 1049.6MB, 19952026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, market-manipulation, financial-fraud, crypto-securities, cyber-fraud contains 3,891 documents clear
SEC 3,613 docs
SEC Litigation Releases / complaint 701 | 1995–2026 | 615.5MB
SEC Litigation Releases / judgment 47 | 2003–2026 | 21.2MB
SEC Litigation Releases / litigation release 2,048 | 1995–2026 | 131.0MB
SEC Press Releases / complaint 240 | 2006–2026 | 219.3MB
SEC Press Releases / press release 577 | 1997–2026 | 26.3MB
DOJ 278 docs
DOJ SDNY / indictment 6 | 2013–2024 | 4.3MB
DOJ SDNY / press release 272 | 2013–2026 | 32.1MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build