EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,291 documents, 3 sources, 436.0MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, investment-adviser-fraud, crypto-securities, health-care-fraud, advance-fee contains 1,291 documents clear
SEC 1,137 docs
SEC Litigation Releases / complaint 261 | 2004–2026 | 244.7MB
SEC Litigation Releases / judgment 8 | 2003–2026 | 2.2MB
SEC Litigation Releases / litigation release 617 | 1998–2026 | 39.5MB
SEC Press Releases / complaint 93 | 2010–2025 | 121.8MB
SEC Press Releases / press release 158 | 1998–2024 | 7.1MB
DOJ 154 docs
DOJ SDNY / indictment 5 | 2013–2024 | 3.0MB
DOJ SDNY / press release 149 | 2013–2026 | 17.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build