EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,729 documents, 3 sources, 507.1MB, 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, pre-ipo-fraud, obstruction, advance-fee contains 1,729 documents clear
SEC 1,588 docs
SEC Litigation Releases / complaint 335 | 2000–2026 | 301.9MB
SEC Litigation Releases / judgment 36 | 2011–2026 | 23.6MB
SEC Litigation Releases / litigation release 883 | 1998–2026 | 56.6MB
SEC Press Releases / complaint 102 | 2007–2025 | 97.4MB
SEC Press Releases / press release 232 | 1998–2025 | 9.8MB
DOJ 141 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.6MB
DOJ SDNY / press release 138 | 2013–2026 | 16.2MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build