Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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Securities Anomalies

SEC/DOJ Heuristics

1,836 documents, 3 sources, 578.2MB, 19972026. 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, broker-dealer-fraud, boiler-room, health-care-fraud, obstruction contains 1,836 documents clear
SEC 1,703 docs
SEC Litigation Releases / complaint 377 | 1998–2026 | 339.3MB
SEC Litigation Releases / judgment 39 | 2011–2026 | 22.0MB
SEC Litigation Releases / litigation release 948 | 1998–2026 | 61.0MB
SEC Press Releases / complaint 121 | 2004–2025 | 127.8MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 216 | 1997–2025 | 9.0MB
DOJ 133 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 2 | 2014 | 771KB
DOJ SDNY / press release 130 | 2013–2026 | 15.3MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build