Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Advance-Fee Fraud 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.
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Securities Anomalies

Full Corpus Statistics 94
SEC/DOJ Heuristics

94 documents, 3 sources, 39.2MB, 1990–2025. 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: affinity-fraud, advance-fee, cyber-fraud contains 94 documents clear
SEC 79 docs
SEC Litigation Releases / complaint 10 | 1990–2025 | 18.7MB
SEC Litigation Releases / litigation release 46 | 2001–2025 | 3.0MB
SEC Press Releases / complaint 4 | 2013–2017 | 15.0MB
SEC Press Releases / press release 19 | 1998–2023 | 731KB
DOJ 15 docs
DOJ SDNY / press release 15 | 2013–2025 | 1.8MB
build b23a6a8 · corpus snapshot pinned to this build