Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
FCPA Violation 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 102
SEC/DOJ Heuristics

102 documents, 3 sources, 45.4MB, 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, fcpa, cyber-fraud contains 102 documents clear
SEC 88 docs
SEC Litigation Releases / complaint 21 | 1990–2025 | 24.0MB
SEC Litigation Releases / litigation release 32 | 2001–2025 | 2.1MB
SEC Press Releases / complaint 7 | 2012–2017 | 16.6MB
SEC Press Releases / press release 28 | 1998–2023 | 1.1MB
DOJ 14 docs
DOJ SDNY / press release 14 | 2016–2025 | 1.7MB
build b23a6a8 · corpus snapshot pinned to this build