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%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,744 documents, 3 sources, 553.2MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, investment-adviser-fraud, broker-dealer-fraud, crypto-securities, fcpa contains 1,744 documents clear
SEC 1,642 docs
SEC Litigation Releases / complaint 305 | 2004–2026 | 270.0MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 48 | 2003–2026 | 35.2MB
SEC Litigation Releases / litigation release 912 | 1997–2026 | 58.6MB
SEC Press Releases / complaint 107 | 2010–2024 | 161.7MB
SEC Press Releases / press release 269 | 1998–2025 | 13.0MB
DOJ 102 docs
DOJ SDNY / indictment 5 | 2013–2024 | 2.9MB
DOJ SDNY / press release 97 | 2013–2026 | 11.5MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build