EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
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Securities Anomalies

SEC/DOJ Heuristics

1,548 documents, 3 sources, 462.6MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, financial-fraud, broker-dealer-fraud, advance-fee, cyber-fraud contains 1,548 documents clear
SEC 1,430 docs
SEC Litigation Releases / complaint 303 | 2000–2026 | 273.5MB
SEC Litigation Releases / judgment 34 | 2011–2026 | 19.4MB
SEC Litigation Releases / litigation release 786 | 1998–2026 | 50.4MB
SEC Press Releases / complaint 97 | 2007–2025 | 95.9MB
SEC Press Releases / press release 210 | 1998–2025 | 8.2MB
DOJ 118 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.6MB
DOJ SDNY / press release 115 | 2013–2026 | 13.5MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build