FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

2,131 documents, 3 sources, 712.7MB, 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, ponzi, pre-ipo-fraud, boiler-room, fcpa contains 2,131 documents clear
SEC 1,987 docs
SEC Litigation Releases / complaint 396 | 2004–2026 | 404.7MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 21 | 2020–2025 | 20.3MB
SEC Litigation Releases / litigation release 1,141 | 1997–2026 | 73.4MB
SEC Press Releases / complaint 140 | 2010–2025 | 184.0MB
SEC Press Releases / press release 288 | 1997–2025 | 12.6MB
DOJ 144 docs
DOJ SDNY / indictment 1 | 2014 | 456KB
DOJ SDNY / press release 143 | 2013–2026 | 16.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build