Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
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%
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Securities Anomalies

SEC/DOJ Heuristics

4,059 documents, 3 sources, 1137.1MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, ponzi, financial-fraud, crypto-securities, affinity-fraud, health-care-fraud contains 4,059 documents clear
SEC 3,739 docs
SEC Litigation Releases / complaint 762 | 1990–2026 | 674.7MB
SEC Litigation Releases / judgment 31 | 2019–2026 | 11.2MB
SEC Litigation Releases / litigation release 2,125 | 1995–2026 | 135.9MB
SEC Press Releases / complaint 251 | 2006–2026 | 248.8MB
SEC Press Releases / press release 570 | 1997–2026 | 25.7MB
DOJ 320 docs
DOJ SDNY / indictment 5 | 2013–2024 | 3.8MB
DOJ SDNY / press release 315 | 2013–2026 | 37.0MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build