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%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
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 1,536
SEC/DOJ Heuristics

1,536 documents, 3 sources, 481.8MB, 1997–2026. 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: pump-and-dump, investment-adviser-fraud, boiler-room, cyber-fraud contains 1,536 documents clear
SEC 1,453 docs
SEC Litigation Releases / complaint 235 | 2004–2026 | 230.9MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 25 | 2003–2026 | 17.9MB
SEC Litigation Releases / litigation release 870 | 1997–2026 | 56.0MB
SEC Press Releases / complaint 91 | 2010–2024 | 154.5MB
SEC Press Releases / press release 231 | 1997–2024 | 10.5MB
DOJ 83 docs
DOJ SDNY / indictment 3 | 2013–2023 | 2.1MB
DOJ SDNY / press release 80 | 2013–2026 | 9.5MB
build b23a6a8 · corpus snapshot pinned to this build