FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

1,765 documents, 3 sources, 562.8MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, financial-fraud, pre-ipo-fraud, boiler-room, crypto-securities, fcpa, obstruction contains 1,765 documents clear
SEC 1,600 docs
SEC Litigation Releases / complaint 349 | 2000–2026 | 354.7MB
SEC Litigation Releases / judgment 17 | 2019–2026 | 7.3MB
SEC Litigation Releases / litigation release 856 | 1998–2026 | 54.9MB
SEC Press Releases / complaint 119 | 2007–2025 | 114.0MB
SEC Press Releases / press release 259 | 1997–2025 | 11.2MB
DOJ 165 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.8MB
DOJ SDNY / press release 162 | 2013–2026 | 19.1MB
build b23a6a8 · corpus snapshot pinned to this build