Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
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Securities Anomalies

SEC/DOJ Heuristics

4,053 documents, 3 sources, 1121.6MB, 19952026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, pump-and-dump, investment-adviser-fraud, crypto-securities contains 4,053 documents clear
SEC 3,778 docs
SEC Litigation Releases / complaint 705 | 1995–2026 | 600.5MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 43 | 2003–2026 | 26.4MB
SEC Litigation Releases / litigation release 2,204 | 1995–2026 | 141.1MB
SEC Press Releases / complaint 241 | 2006–2026 | 289.0MB
SEC Press Releases / press release 584 | 1997–2026 | 27.8MB
DOJ 275 docs
DOJ SDNY / indictment 6 | 2013–2024 | 4.7MB
DOJ SDNY / press release 269 | 2013–2026 | 31.7MB
build b23a6a8 · corpus snapshot pinned to this build