Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Ponzi methodology →
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Cyber 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.
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
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Securities Anomalies

Full Corpus Statistics 1,024
SEC/DOJ Heuristics

1,024 documents, 3 sources, 345.2MB, 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: ponzi, corporate-fraud, affinity-fraud, obstruction, public-corruption, cyber-fraud contains 1,024 documents clear
SEC 895 docs
SEC Litigation Releases / complaint 204 | 1990–2026 | 206.3MB
SEC Litigation Releases / judgment 4 | 2023–2026 | 1.9MB
SEC Litigation Releases / litigation release 496 | 1998–2026 | 31.8MB
SEC Press Releases / complaint 71 | 2010–2025 | 85.3MB
SEC Press Releases / press release 120 | 1998–2024 | 4.4MB
DOJ 129 docs
DOJ SDNY / indictment 2 | 2013–2014 | 658KB
DOJ SDNY / press release 127 | 2013–2026 | 15.0MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build