Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
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%
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Securities Anomalies

Full Corpus Statistics 441
SEC/DOJ Heuristics

441 documents, 3 sources, 145.5MB, 1997–2026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

All 9,614 insider-trading 2,591 unregistered-securities 1,828 pump-and-dump 1,004 ponzi 759 market-manipulation 675 accounting-fraud 582 financial-fraud 498 investment-adviser-fraud 348 non-corporate 260 broker-dealer-fraud 249 pre-ipo-fraud 168 boiler-room 167 corporate-fraud 139 crypto-securities 110 affinity-fraud 52 health-care-fraud 49 fcpa 33 obstruction 30 public-corruption 27 advance-fee 25 cyber-fraud 17 racketeering 3
Selected scheme types: boiler-room, corporate-fraud, crypto-securities, advance-fee contains 441 documents clear
SEC 384 docs
SEC Litigation Releases / complaint 77 | 2001–2026 | 87.2MB
SEC Litigation Releases / judgment 6 | 2023–2026 | 2.4MB
SEC Litigation Releases / litigation release 184 | 1999–2026 | 11.8MB
SEC Press Releases / complaint 34 | 2011–2024 | 32.9MB
SEC Press Releases / press release 83 | 1997–2024 | 4.0MB
DOJ 57 docs
DOJ SDNY / indictment 2 | 2013–2024 | 711KB
DOJ SDNY / press release 55 | 2013–2026 | 6.4MB
build b23a6a8 · corpus snapshot pinned to this build