Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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Securities Anomalies

SEC/DOJ Heuristics

2,953 documents, 3 sources, 740.3MB, 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, pre-ipo-fraud, boiler-room, public-corruption contains 2,953 documents clear
SEC 2,724 docs
SEC Litigation Releases / complaint 518 | 1995–2026 | 412.6MB
SEC Litigation Releases / judgment 18 | 2021–2026 | 12.2MB
SEC Litigation Releases / litigation release 1,598 | 1995–2026 | 102.2MB
SEC Press Releases / complaint 167 | 2006–2026 | 164.0MB
SEC Press Releases / press release 423 | 1997–2026 | 20.4MB
DOJ 229 docs
DOJ SDNY / indictment 2 | 2013 | 2.1MB
DOJ SDNY / press release 227 | 2013–2026 | 26.7MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build