Advance-Fee Fraud 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%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
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Securities Anomalies

SEC/DOJ Heuristics

3,458 documents, 3 sources, 923.7MB, 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, market-manipulation, boiler-room, advance-fee contains 3,458 documents clear
SEC 3,218 docs
SEC Litigation Releases / complaint 608 | 1995–2026 | 515.7MB
SEC Litigation Releases / judgment 32 | 2003–2026 | 18.1MB
SEC Litigation Releases / litigation release 1,875 | 1995–2026 | 119.9MB
SEC Press Releases / complaint 214 | 2006–2026 | 216.4MB
SEC Press Releases / press release 489 | 1997–2026 | 22.8MB
DOJ 240 docs
DOJ SDNY / indictment 4 | 2013–2014 | 3.0MB
DOJ SDNY / press release 236 | 2013–2026 | 27.9MB
build 608ae5f · 2026-08-25 · corpus snapshot pinned to this build