Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,417 documents, 3 sources, 462.0MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, accounting-fraud, health-care-fraud, public-corruption contains 1,417 documents clear
SEC 1,285 docs
SEC Litigation Releases / complaint 304 | 1998–2026 | 291.3MB
SEC Litigation Releases / judgment 18 | 2018–2026 | 5.2MB
SEC Litigation Releases / litigation release 712 | 1998–2026 | 45.9MB
SEC Press Releases / complaint 99 | 2004–2025 | 95.2MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 150 | 1999–2024 | 5.6MB
DOJ 132 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 1 | 2014 | 456KB
DOJ SDNY / press release 130 | 2013–2026 | 15.4MB
build 608ae5f · 2026-08-25 · corpus snapshot pinned to this build