Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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.
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

1,157 documents, 3 sources, 382.5MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, pre-ipo-fraud, boiler-room, fcpa, obstruction contains 1,157 documents clear
SEC 1,039 docs
SEC Litigation Releases / complaint 236 | 2004–2026 | 229.8MB
SEC Litigation Releases / judgment 2 | 2024–2025 | 4.2MB
SEC Litigation Releases / litigation release 577 | 1998–2026 | 37.0MB
SEC Press Releases / complaint 80 | 2010–2025 | 91.1MB
SEC Press Releases / press release 144 | 1997–2025 | 6.2MB
DOJ 118 docs
DOJ SDNY / indictment 1 | 2014 | 456KB
DOJ SDNY / press release 117 | 2013–2026 | 13.8MB
build b23a6a8 · corpus snapshot pinned to this build