Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Health Care 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

1,622 documents, 3 sources, 542.5MB, 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, corporate-fraud, health-care-fraud contains 1,622 documents clear
SEC 1,470 docs
SEC Litigation Releases / complaint 326 | 2001–2026 | 327.7MB
SEC Litigation Releases / judgment 20 | 2003–2026 | 11.9MB
SEC Litigation Releases / litigation release 806 | 1998–2026 | 51.6MB
SEC Press Releases / complaint 120 | 2010–2025 | 124.4MB
SEC Press Releases / press release 198 | 1998–2025 | 7.8MB
DOJ 152 docs
DOJ SDNY / indictment 4 | 2013–2014 | 1.6MB
DOJ SDNY / press release 148 | 2013–2026 | 17.5MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build