Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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Securities Anomalies

Full Corpus Statistics 536
SEC/DOJ Heuristics

536 documents, 3 sources, 139.5MB, 1998–2026. 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: investment-adviser-fraud, pre-ipo-fraud, cyber-fraud, racketeering contains 536 documents clear
SEC 463 docs
SEC Litigation Releases / complaint 85 | 2004–2026 | 58.0MB
SEC Litigation Releases / judgment 8 | 2003–2026 | 5.9MB
SEC Litigation Releases / litigation release 265 | 1999–2026 | 16.9MB
SEC Press Releases / complaint 24 | 2011–2023 | 44.1MB
SEC Press Releases / press release 81 | 1998–2025 | 4.2MB
DOJ 73 docs
DOJ SDNY / indictment 3 | 2013–2023 | 2.1MB
DOJ SDNY / press release 70 | 2013–2026 | 8.2MB
build b23a6a8 · corpus snapshot pinned to this build