Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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 301
SEC/DOJ Heuristics

301 documents, 3 sources, 122.5MB, 1990–2026. 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: corporate-fraud, crypto-securities, affinity-fraud contains 301 documents clear
SEC 251 docs
SEC Litigation Releases / complaint 63 | 1990–2026 | 77.6MB
SEC Litigation Releases / judgment 6 | 2023–2026 | 2.4MB
SEC Litigation Releases / litigation release 98 | 2000–2026 | 6.3MB
SEC Press Releases / complaint 24 | 2011–2023 | 27.0MB
SEC Press Releases / press release 60 | 2000–2024 | 2.9MB
DOJ 50 docs
DOJ SDNY / indictment 2 | 2013–2024 | 711KB
DOJ SDNY / press release 48 | 2014–2026 | 5.6MB
build b23a6a8 · corpus snapshot pinned to this build