Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Ponzi methodology →
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
active development — services may be restarted or go down without notice and data is regenerated frequently. Do not rely on any data or service here. Nothing on this site is legal, financial, or investment advice.

Securities Anomalies

Full Corpus Statistics 1,524
SEC/DOJ Heuristics

1,524 documents, 3 sources, 499.6MB, 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, investment-adviser-fraud, pre-ipo-fraud, boiler-room, affinity-fraud, obstruction contains 1,524 documents clear
SEC 1,362 docs
SEC Litigation Releases / complaint 283 | 1990–2026 | 268.7MB
SEC Litigation Releases / judgment 8 | 2003–2026 | 5.9MB
SEC Litigation Releases / litigation release 782 | 1998–2026 | 50.1MB
SEC Press Releases / complaint 98 | 2010–2025 | 145.1MB
SEC Press Releases / press release 191 | 1997–2025 | 8.8MB
DOJ 162 docs
DOJ SDNY / indictment 4 | 2013–2023 | 2.5MB
DOJ SDNY / press release 158 | 2013–2026 | 18.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build