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.
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
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Securities Anomalies

SEC/DOJ Heuristics

1,951 documents, 3 sources, 647.8MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, ponzi, corporate-fraud, health-care-fraud contains 1,951 documents clear
SEC 1,815 docs
SEC Litigation Releases / complaint 363 | 2001–2026 | 370.8MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 23 | 2020–2026 | 18.1MB
SEC Litigation Releases / litigation release 1,048 | 1997–2026 | 67.4MB
SEC Press Releases / complaint 128 | 2010–2025 | 164.5MB
SEC Press Releases / press release 252 | 1998–2024 | 10.3MB
DOJ 136 docs
DOJ SDNY / indictment 2 | 2013–2014 | 658KB
DOJ SDNY / press release 134 | 2013–2026 | 15.8MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build